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    <title>Braw.dev – Hi, I&#39;m Ewan 👋</title>
    <link>https://braw.dev/</link>
    <description>Recent content in Hi, I&#39;m Ewan 👋 on Braw.dev</description>
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    <item>
      <title>Claude Can Access Your Other Devices</title>
      <link>https://braw.dev/blog/2026-07-30-claude-can-access-your-other-devices/</link>
      <pubDate>Thu, 30 Jul 2026 14:35:11 +0200</pubDate>
      
      <guid>https://braw.dev/blog/2026-07-30-claude-can-access-your-other-devices/</guid>
      <description>
        
        
        &lt;p&gt;My partner and I share a Claude Pro account and both regularly use the Claude Desktop app. Recently,
my partner has been performing some shopping research and has been using Claude to help with it.
What was intresting to me was that on my machine, Chrome windows were opening and navigating to
websites to research the products my partner was interested in.&lt;/p&gt;
&lt;p&gt;As we&amp;rsquo;re both software engineers we decided to research this a little further. Both of us have
Claude Desktop installed with the Claude for Chrome extension installed and configured. However on
occasions where their Chrome was closed, Claude seemed to delegate to my machine without showing any
indication of this happening.&lt;/p&gt;
&lt;p&gt;What&amp;rsquo;s more concerning is that Chrome is not my daily driver, it usually sits in the background and
I rarely interact with it. I discovered the open tabs purely by accident when clearing up some old
windows.&lt;/p&gt;
&lt;p&gt;Right now we&amp;rsquo;re trying to run other experiments to see if we can block the tool on one machine and
see if Claude (and more worryingly Claude Code), will automatically switch to the other. If it does,
we&amp;rsquo;ll have to rethink our workflow as unmitigated remote Claude access to a machine that isn&amp;rsquo;t our
own is an uncomfortable thought.&lt;/p&gt;
&lt;p&gt;It&amp;rsquo;s worth noting that neither of us has chosen to use
&lt;a href=&#34;https://code.claude.com/docs/en/remote-control&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Claude remote-control&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;, the
&lt;a href=&#34;https://code.claude.com/docs/en/computer-use&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Computer use preview&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; or
&lt;a href=&#34;https://code.claude.com/docs/en/web-quickstart&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Claude code on the web&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;. What I&amp;rsquo;m trying to say is
that we haven&amp;rsquo;t explicitly opted in to any remote access features.&lt;/p&gt;
&lt;p&gt;This is uncomfortable for me and highlights the power and trust I have given Claude (probably
naievly), but thankfully it was only my partner. For anyone sharing with less trustworthy actors, or
worse, selling your credits to unknowns, take heed as you may be putting your own digital safety and
privacy at risk.&lt;/p&gt;

      </description>
    </item>
    
    <item>
      <title>Productivity Theatre</title>
      <link>https://braw.dev/blog/2026-04-23-productivity-theatre/</link>
      <pubDate>Thu, 23 Apr 2026 22:32:29 +0200</pubDate>
      
      <guid>https://braw.dev/blog/2026-04-23-productivity-theatre/</guid>
      <description>
        
        
        &lt;blockquote&gt;
  &lt;p&gt;&lt;a href=&#34;https://en.wikipedia.org/wiki/Security_theater&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Security Theatre&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; is the practice of implementing
security measures that are considered to provide the feeling of improved security while doing
little or nothing to achieve it (Wikipedia).&lt;/p&gt;

&lt;/blockquote&gt;
&lt;p&gt;Productivity Theatre follows the same script.&lt;/p&gt;
&lt;p&gt;AI agents and orchestrators are sold as productivity multipliers. Spin up a swarm of agents, watch
the terminal scroll, and feel productive. Deliverability, questionable&amp;hellip;&lt;/p&gt;
&lt;p&gt;A coding agent that opens 47 PRs in an afternoon looks impressive. How many of those PRs are
coherent? How many survive review? An orchestrator that spins up five sub-agents to tackle a task
feels powerful. How many of those agents are duplicating work, fighting each other, or solving the
wrong problem? I&amp;rsquo;m still uncertain the value add that people coding with multiple Claude Max
subscriptions are actually delivering.&lt;/p&gt;
&lt;p&gt;Activity is not output. Motion is not progress.&lt;/p&gt;
&lt;p&gt;The same pattern plays out everywhere: dashboards that track lines of code written, meetings about
productivity frameworks, tools that optimise the process of planning work instead of doing it. The
theatre runs on the feeling that something is happening.&lt;/p&gt;
&lt;p&gt;Next time you see claims about AI-enhanced productivity, look past the demo. Try to find out what&amp;rsquo;s
actually shipping.&lt;/p&gt;

      </description>
    </item>
    
    <item>
      <title>Reallocating $100/Month Claude Code spend to Zed and OpenRouter</title>
      <link>https://braw.dev/blog/2026-04-06-reallocating-100-month-claude-spend/</link>
      <pubDate>Mon, 06 Apr 2026 12:40:28 +0200</pubDate>
      
      <guid>https://braw.dev/blog/2026-04-06-reallocating-100-month-claude-spend/</guid>
      <description>
        
        
        &lt;div class=&#34;tldr-callout bw:my-6 hx:flex hx:rounded-xl hx:border hx:shadow-sm hx:overflow-hidden&#34;&gt;
  &lt;div class=&#34;tldr-sidebar bw:flex-shrink-0 hx:flex hx:items-center hx:justify-center hx:px-4 hx:border-r&#34;&gt;
    &lt;span class=&#34;tldr-label bw:font-bold hx:text-sm bw:tracking-wider bw:uppercase&#34; style=&#34;writing-mode: vertical-rl; transform: rotate(180deg);&#34;&gt;TL;DR&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;tldr-body hx:p-4 hx:text-sm bw:leading-relaxed&#34;&gt;
    Instead of $100/month for Claude, pay $10/month for Zed editor and set up a monthly $90 top up to
OpenRouter. You can use the Zed Agent harness or keep using Claude Code, however you pay API costs
for what you use. When you&amp;rsquo;re not using, your credits build up rather than missing the usage window.
  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;I&amp;rsquo;ve been disappointed to feel that I&amp;rsquo;m hitting Claude limits faster than before. For context, I use
both Claude Code and the Claude desktop app for work and pay $100/month for the privilege
of hitting limits. I&amp;rsquo;m &lt;a href=&#34;https://github.com/anthropics/claude-code/issues/42796&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;not the only one&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;
(this was AMD&amp;rsquo;s senior director of AI) with numerous other reports found over Reddit and Twitter.&lt;/p&gt;
&lt;p&gt;My usage pattern is &amp;ldquo;bursty&amp;rdquo; so I&amp;rsquo;m not using the windows all the time throughout the day but find
it incredibly frustrating to hit a limit mid-way through a coding session.&lt;/p&gt;
&lt;p&gt;This article is how I&amp;rsquo;m reallocating that spend to other tools and models while getting more
flexibility at the same time.&lt;/p&gt;
&lt;h2&gt;Picking an Agent Harness and Exploring other models&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;picking-an-agent-harness-and-exploring-other-models&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#picking-an-agent-harness-and-exploring-other-models&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;I like options and while Opus is undoubtedly the market leader for agentic coding, there are other
models that I like to use to balance cost and speed depending on the complexity of the task in hand.
I&amp;rsquo;m looking at how I can use different models with an Agent Harness.&lt;/p&gt;
&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;An &amp;ldquo;agent harness&amp;rdquo; coordinates sending and receiving messages from LLMs, injecting tool defintions
and calling the tools and orchestrating all of this into workflows (including retrying failing
tasks).&lt;/p&gt;
&lt;p&gt;Claude Code is an example of such a system. It takes the user message, coordinates reading/writing
files - among other things - and makes calls to the LLM.&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;

&lt;h2&gt;Zed and OpenRouter&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;zed-and-openrouter&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#zed-and-openrouter&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;&lt;strong&gt;Plans:&lt;/strong&gt; $10 / month - &lt;a href=&#34;https://zed.dev/pricing&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;pricing page&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;You don&amp;rsquo;t realise how slow/laggy VSCode and the all of the forks are until you try out
&lt;a href=&#34;https://zed.dev/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Zed&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;. The builtin agent harness is basic but nice with the ability to follow the
agent around as it modifies files and to add new profiles to customise the agent behaviour. Like
Cursor it shows the context usage and the rules that are being applied to the current session. If
you continue to use Claude Code or other tools like Mistral Vibe, Zed integrates them directly into
the editor using the
&lt;a href=&#34;https://agentclientprotocol.com/get-started/introduction&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Agent Client Protocol (ACP)&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; - see
&lt;a href=&#34;https://zed.dev/blog/acp-progress-report#available-now&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;supported agents&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;The biggest disadvantage is definitely the lack of extensions compared to VSCode but there are
enough to cover common languages and common tasks.&lt;/p&gt;
&lt;p&gt;Zed do offer usage based pricing once you have used up the credits they provide however their
&lt;a href=&#34;https://zed.dev/docs/ai/models&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;token prices are higher&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; than going directly to the API themselves.
This is why I prefer to use the OpenRouter integration into Zed instead. A nice side benefit is you
get the more native context window sizes. For some reason Zed limits the Gemini 3.1 context to 200k
tokens in their native integration however with OpenRouter you can make use of the full 1M. Their
docs say this may be changed in the future.&lt;/p&gt;
&lt;h3&gt;OpenRouter&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;openrouter&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#openrouter&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;div class=&#34;hx:overflow-x-auto hx:mt-6 hx:flex hx:rounded-lg hx:border hx:py-2 hx:ltr:pr-4 hx:rtl:pl-4 hx:contrast-more:border-current hx:contrast-more:dark:border-current hx:border-amber-200 hx:bg-amber-100 hx:text-amber-900 hx:dark:border-amber-200/30 hx:dark:bg-amber-900/30 hx:dark:text-amber-200&#34;&gt;
  &lt;div class=&#34;hx:ltr:pl-3 hx:ltr:pr-2 hx:rtl:pr-3 hx:rtl:pl-2&#34;&gt;&lt;svg height=1.2em class=&#34;hx:inline-block hx:align-middle&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34; fill=&#34;none&#34; viewBox=&#34;0 0 24 24&#34; stroke-width=&#34;2&#34; stroke=&#34;currentColor&#34; aria-hidden=&#34;true&#34;&gt;&lt;path stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34; d=&#34;M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z&#34;/&gt;&lt;/svg&gt;&lt;/div&gt;

  &lt;div class=&#34;hx:w-full hx:min-w-0 hx:leading-7&#34;&gt;
    &lt;div class=&#34;hx:mt-6 hx:leading-7 hx:first:mt-0&#34;&gt;&lt;strong&gt;Edit:&lt;/strong&gt; It has been brought to my attention (thanks to &lt;code&gt;hhthrowaway1230&lt;/code&gt; on HackerNews) that
OpenRouter does &lt;a href=&#34;https://openrouter.ai/pricing&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;charge a 5.5% fee&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;.&lt;/div&gt;
  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;The largest option of models and providers that I know of is &lt;a href=&#34;https://openrouter.ai&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;OpenRouter&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; and
it&amp;rsquo;s easy enough to sign up, pre-pay some credits and get an API key.&lt;/p&gt;
&lt;p&gt;I don&amp;rsquo;t like that I have a set window of Anthropic credits. If I use it I have to wait for it to
reset (or pay). But when I&amp;rsquo;m not using it I&amp;rsquo;m missing out on that window of opportunity. Instead I
can top up my OpenRouter credits which expire after
&lt;a href=&#34;https://openrouter.ai/terms#_4_2-credit-expiration_-auto-recharge&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;365 days if unused&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;. Then I can
use the credits when I&amp;rsquo;m working and save them/roll-over when I&amp;rsquo;m not.&lt;/p&gt;
&lt;p&gt;To minimise data exposure risk, I have chosen not to consent to OpenRouter being able to use
inputs/outputs &amp;ldquo;to improve the product&amp;rdquo; (though you get a 1% discount if you do), and I have enabled
the &amp;ldquo;Zero Data Retention (ZDR) Endpoints Only&amp;rdquo; in my
&lt;a href=&#34;https://openrouter.ai/workspaces/default/guardrails&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Workspace Guardrail settings&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;. You do lose out
on some models here - for example, &lt;a href=&#34;https://openrouter.ai/qwen/qwen3.6-plus&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;qwen/qwen3.6-plus&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;
which is only hosted on Alibaba Cloud - however that&amp;rsquo;s a small price I&amp;rsquo;m willing to pay.&lt;/p&gt;
&lt;h2&gt;Cursor&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;cursor&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#cursor&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;&lt;strong&gt;Plans:&lt;/strong&gt; $20 | $60 | $200 / month - &lt;a href=&#34;https://cursor.com/pricing&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;pricing page&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;&lt;/p&gt;
&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;I originally switched from VSCode &amp;amp; Copilot to Cursor in 2025 after experiencing the magic of the
Cursor &amp;ldquo;Tab&amp;rdquo; jumping around the editor preempting my next move.&lt;/p&gt;
&lt;p&gt;As it moved from autocomplete-on-steroids to more agentic coding, I was thankful to have access to
multiple models to experiment with (this is now also available in Copilot but in the beginning they
were OpenAI only).&lt;/p&gt;
&lt;p&gt;I mostly ignored Cursor 2.0 as they put more emphasis on the chat interface however with Cursor 3.0
as a complete rewrite (in Rust like Zed) and focused on Agent orchestration, I am curious to try it
out.&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;Cursor was (or still semi-is) my preferred editor. As a VSCode fork, all extensions are available.
They were an early adopter of the plan mode -&amp;gt; agent mode workflow and now support a new
&lt;a href=&#34;https://cursor.com/docs/agent/debug-mode&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;code&gt;debug&lt;/code&gt; mode&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; which is a more advanced &lt;code&gt;print&lt;/code&gt; style
debug that the agent can also interact with.&lt;/p&gt;
&lt;p&gt;Cursor also supports different types of rule applications, something I personally love and am
surprised that other agent harnesses haven&amp;rsquo;t adopted. Most agent harnesses take an &amp;ldquo;apply
intelligently&amp;rdquo; approach, trying to let the AI make decisions on when to include a rule based on the
description. But Cursor also offers the ability to only apply to specific files. I know I have rules
that only apply to &lt;code&gt;*.py&lt;/code&gt; files, or even &lt;code&gt;**/models.py&lt;/code&gt; etc. I am able to make the most of my
context window by explicitly setting those rules to be added only to certain filepath regexs. It
guarantees their usage&lt;/p&gt;
&lt;p&gt;Choosing Cursor you get API rate pricing above the included use in your plan (and you can limit this
so your total spend is limited to $100) but you are still paying minimum $20/month which does not
roll over to the next month.&lt;/p&gt;
&lt;h2&gt;Claude Code and OpenRouter&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;claude-code-and-openrouter&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#claude-code-and-openrouter&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;div class=&#34;hx:overflow-x-auto hx:mt-6 hx:flex hx:rounded-lg hx:border hx:py-2 hx:ltr:pr-4 hx:rtl:pl-4 hx:contrast-more:border-current hx:contrast-more:dark:border-current hx:border-blue-200 hx:bg-blue-100 hx:text-blue-900 hx:dark:border-blue-200/30 hx:dark:bg-blue-900/30 hx:dark:text-blue-200&#34;&gt;
  &lt;div class=&#34;hx:ltr:pl-3 hx:ltr:pr-2 hx:rtl:pr-3 hx:rtl:pl-2&#34;&gt;&lt;svg height=1.2em class=&#34;hx:inline-block hx:align-middle&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34; fill=&#34;none&#34; viewBox=&#34;0 0 24 24&#34; stroke-width=&#34;2&#34; stroke=&#34;currentColor&#34; aria-hidden=&#34;true&#34;&gt;&lt;path stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34; d=&#34;M13 16h-1v-4h-1m1-4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z&#34;/&gt;&lt;/svg&gt;&lt;/div&gt;

  &lt;div class=&#34;hx:w-full hx:min-w-0 hx:leading-7&#34;&gt;
    &lt;div class=&#34;hx:mt-6 hx:leading-7 hx:first:mt-0&#34;&gt;Claude Code is optimized for Anthropic models and may not work correctly with other providers.&lt;/div&gt;
  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;I know - I said I&amp;rsquo;m redirecting funds &lt;em&gt;away&lt;/em&gt; from Anthropic, but it is possible to continue using
the Claude Code agent harness with other models (or even Opus should you want to). We might want to
do this because Claude Code is undeniably a great harness, however we need to
&lt;a href=&#34;https://openrouter.ai/docs/guides/coding-agents/claude-code-integration&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;configure Claude Code&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; to
use OpenRouter rather than the Anthropic API.&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;First, log out of Claude Code if you have been using it before:&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;claude
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&amp;gt; /logout&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Next, set some environment variables to configure the OpenRouter endpoints and which models you
want to use for &amp;ldquo;Opus&amp;rdquo;, &amp;ldquo;Sonnet&amp;rdquo;, &amp;ldquo;Haiku&amp;rdquo; and &amp;ldquo;SubAgents&amp;rdquo; (I recommend setting these in your
&lt;code&gt;~/.zshrc&lt;/code&gt; or &lt;code&gt;~/.bashrc&lt;/code&gt; file so they persist):&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OPENROUTER_API_KEY&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;&amp;lt;your-openrouter-api-key&amp;gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;ANTHROPIC_BASE_URL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;https://openrouter.ai/api&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;ANTHROPIC_AUTH_TOKEN&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;$OPENROUTER_API_KEY&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;ANTHROPIC_API_KEY&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;&amp;#34;&lt;/span&gt; &lt;span class=&#34;c1&#34;&gt;# Important: Must be explicitly empty&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Set these models to whichever model you would like to use on OpenRouter&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;ANTHROPIC_DEFAULT_OPUS_MODEL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;anthropic/claude-opus-4.6&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;ANTHROPIC_DEFAULT_SONNET_MODEL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;anthropic/claude-sonnet-4.6&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;ANTHROPIC_DEFAULT_HAIKU_MODEL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;anthropic/claude-haiku-4.5&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;CLAUDE_CODE_SUBAGENT_MODEL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;anthropic/claude-opus-4.6&amp;#34;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Verify that Claude Code is using your new config (you may need to restart your terminal or
&lt;code&gt;source ~/.zshrc&lt;/code&gt;):&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;claude
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&amp;gt; /status
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Auth token: ANTHROPIC_AUTH_TOKEN
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Anthropic base URL: https://openrouter.ai/api&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h2&gt;Other CLI tools like OpenCode + OpenRouter&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;other-cli-tools-like-opencode--openrouter&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#other-cli-tools-like-opencode--openrouter&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;There are a multitude of
&lt;a href=&#34;https://github.com/bradAGI/awesome-cli-coding-agents&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;other coding Agent Harnesses&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; that can be
used from the command line with OpenRouter. I&amp;rsquo;ve tried a few but none have stuck, here&amp;rsquo;s the list
for you to try and my brief thoughts on them:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://github.com/anomalyco/opencode&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;OpenCode&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; - &lt;code&gt;Typescript&lt;/code&gt; - The one I use the most. Good
support for a lot of things. Very popular.&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://github.com/charmbracelet/crush&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Crush&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; - &lt;code&gt;Go&lt;/code&gt; - I want to like it. It has a distinct
style choice (that I don&amp;rsquo;t mind). It&amp;rsquo;s performant. But it&amp;rsquo;s a pain to configure custom models (all
manual) so annoying when trying out new ones.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Even for popular tools that typically limit you to use their own models like Gemini CLI, often there
are forks which attempt to make it OpenRouter compatible. This is worth checking if you are using
and like a different harness but want to try other models.&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;I&amp;rsquo;m now a happy subscriber to Zed for the reasonable
$10/month. I actually also maintain my Cursor subscription for $20/month as I want to see where they
go with their new Cursor 3, agent orchestrator. The other $70 gets auto added to my OpenRouter
credits each month which don&amp;rsquo;t get lost. They rollover, waiting for me to use them.&lt;/p&gt;
&lt;p&gt;If you&amp;rsquo;re regularly hitting Claude limits and want to give other models a shot (but you can still
use Opus when you need to), I highly recommend giving it a try. You can get started with Zed for
free and load up OpenRouter with $20 worth of credits without any subscription.&lt;/p&gt;

      </description>
    </item>
    
    <item>
      <title>The mobile OS should broker agent functionality</title>
      <link>https://braw.dev/blog/2026-04-06-mobile-os-as-agentic-broker/</link>
      <pubDate>Mon, 06 Apr 2026 09:56:48 +0200</pubDate>
      
      <guid>https://braw.dev/blog/2026-04-06-mobile-os-as-agentic-broker/</guid>
      <description>
        
        
        &lt;div class=&#34;tldr-callout bw:my-6 hx:flex hx:rounded-xl hx:border hx:shadow-sm hx:overflow-hidden&#34;&gt;
  &lt;div class=&#34;tldr-sidebar bw:flex-shrink-0 hx:flex hx:items-center hx:justify-center hx:px-4 hx:border-r&#34;&gt;
    &lt;span class=&#34;tldr-label bw:font-bold hx:text-sm bw:tracking-wider bw:uppercase&#34; style=&#34;writing-mode: vertical-rl; transform: rotate(180deg);&#34;&gt;TL;DR&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;tldr-body hx:p-4 hx:text-sm bw:leading-relaxed&#34;&gt;
    &lt;p&gt;AI Agents on mobile need a way to access functionality of other apps. The mobile operating system
should become the broker, registering &amp;amp; exposing tools and managing permissions, authentication and
battery usage.&lt;/p&gt;
&lt;p&gt;Such an interface would open up the possibility of OpenClaw-esq behaviour on mobile through
third-party apps. These apps could choose to use on-device or remote models but would all use the
same APIs and protocols to communicate with applications on your device.&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;

&lt;h2&gt;A short story of a pocket agent future&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;a-short-story-of-a-pocket-agent-future&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#a-short-story-of-a-pocket-agent-future&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;&lt;a href=&#34;#skip-story&#34;&gt;Skip story&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;You open your iPhone and choose to update to iOS 28 and enable &amp;ldquo;Agentic Applications&amp;rdquo;.
The phone screen ripples in colour and welcomes you, guiding you into a new entry in your Settings
where you can see all Agents installed on your phone. There&amp;rsquo;s nothing there but the wizard teaches
you that this is where you can find your Agents, manage
their permissions &amp;amp; notifications, view the events and logs and spot those using excessive battery.&lt;/p&gt;
&lt;p&gt;You&amp;rsquo;ve been reading about &amp;ldquo;WetSheep&amp;rdquo;, a new local-first agent that performs better than any
other. As a privacy advocate this is what you have been waiting for so you open the App Store.
Installing it is just like any other application - albeit with a longer download as it fetches the
model - but soon, you&amp;rsquo;re ready. You press the fresh fluffy icon and start talking.&lt;/p&gt;
&lt;blockquote&gt;
  &lt;p&gt;&amp;ldquo;What&amp;rsquo;s my total net-worth?&amp;rdquo;&lt;/p&gt;

&lt;/blockquote&gt;
&lt;p&gt;The white circle in front of you pulses. &lt;em&gt;WetSheep&lt;/em&gt; uses an on-device model to translate speech to
text and understands your intent. Behind the
scenes it&amp;rsquo;s asking iOS what tools it has available and comes up with a plan. &lt;em&gt;WetSheep&lt;/em&gt; identifies
five
applications that may provide an insight into your net-worth: two banks, a multi-currency account,
your trading app and a 401k benefits app. All of these require FaceID to log in, but &lt;em&gt;WetSheep&lt;/em&gt;
doesn&amp;rsquo;t care. It makes the function calls as they were instructed, and waits.&lt;/p&gt;
&lt;p&gt;These functions are defined and provided by each application. &lt;code&gt;getBalance&lt;/code&gt;, &lt;code&gt;showBalance&lt;/code&gt;,
&lt;code&gt;listPositions&lt;/code&gt;&amp;hellip; there is a pattern but no common name. All the Agent knows it that they will
likely help it reach it&amp;rsquo;s goal. But there&amp;rsquo;s a trick. The Agent is not communicating with the
application, it&amp;rsquo;s talking to the operating system - iOS 28 itself.&lt;/p&gt;
&lt;p&gt;iOS knows this is a new agent. It&amp;rsquo;s allowed to run but it doesn&amp;rsquo;t have permission to get this
information. Should it? Lets ask the user. Approved, great! But these applications require FaceID
to access this information. We can ask once for this session, convenience after all. Everything
looks good, so iOS starts the relevant applications in the background and calls the functions.
Battery is precious so apps have a finite time to respond in, otherwise they&amp;rsquo;re silently closed.
That&amp;rsquo;s not the case here. Some numbers, some JSON and a string are passed back to &lt;em&gt;WetSheep&lt;/em&gt; via
the functions &lt;em&gt;it&lt;/em&gt; called. Data can be sensitive so it&amp;rsquo;s not logged but iOS does keep track of
which apps &amp;amp; functions this agent used.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;WetSheep&lt;/em&gt; collates the data and checks to see if it needs to do anything else to achieve the goal.
Everything seems to be present. It finds a relevant way to display the balances from its
library of UI elements - a simple Stat total and a table should be enough - and presents it
on-screen. Task complete.&lt;/p&gt;
&lt;p&gt;You&amp;rsquo;re impressed! You know there is a third bank account - traditional bricks and mortar, no app -
but with the information it had available the agent has done a good job. There are even nice links
you can use that take you straight into the relevant app to verify the output. This single
interaction has given you the confidence to set &lt;em&gt;WetSheep&lt;/em&gt; as your default voice agent. You set the
trigger word to &amp;ldquo;Oi!&amp;rdquo; in your settings and put your phone back in your pocket.&lt;/p&gt;
&lt;p&gt;It&amp;rsquo;s reassuring to have a privacy focused agentic assistant ready to help you with your life. But
when iOS asks if you&amp;rsquo;d like to allow WetSheep to run autonomously in the background, you clicked
&amp;ldquo;No&amp;rdquo;. Not&amp;hellip;&lt;em&gt;yet&lt;/em&gt;.&lt;/p&gt;
&lt;p&gt;&lt;a name=&#34;skip-story&#34;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;While the story above is fiction, it doesn&amp;rsquo;t require technology that doesn&amp;rsquo;t already exist today.
On the desktop, tools like &lt;a href=&#34;https://en.wikipedia.org/wiki/OpenClaw&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;OpenClaw&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; (an open-source agent
that can control your computer) have shown that given enough tools and context/memory (and tokens),
LLMs are capable of dynamically orchestrating workflows to achieve these goals - and far more
complex ones - themselves.&lt;/p&gt;
&lt;p&gt;But mobile is fundamentally different. Battery life, sandboxed apps, biometric auth and permissions,
all create constraints that add friction to delivering the same experience.&lt;/p&gt;
&lt;h2&gt;Making pocket agentic assistants a reality&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;making-pocket-agentic-assistants-a-reality&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#making-pocket-agentic-assistants-a-reality&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;This hypothetical story is to demonstrate what could be possible given a system that exists to
enable controlled, secure agentic behaviour.&lt;/p&gt;
&lt;blockquote&gt;
  &lt;p&gt;&amp;ldquo;Hey Siri, send my ETA to the person I&amp;rsquo;m meeting.&amp;rdquo;&lt;br&gt;
&amp;ldquo;Siri, check me in for my flight when it opens.&amp;rdquo;&lt;br&gt;
&amp;ldquo;Siri, how much money do I have in my bank accounts?&amp;rdquo;&lt;/p&gt;

&lt;/blockquote&gt;
&lt;p&gt;Seemingly simple requests that have stumped Apple for years, costing billions to develop an annoying
failure that will soon
&lt;a href=&#34;https://tech-insider.org/apple-google-gemini-siri-deal-1-billion-2026/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;rely on Google&amp;rsquo;s Gemini&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; to
function (also $1 billion / year&amp;hellip;).&lt;/p&gt;
&lt;p&gt;OpenClaw - for all it&amp;rsquo;s security flaws - has not only shown that it&amp;rsquo;s possible, but that it is
something people &lt;em&gt;want&lt;/em&gt;. People are willing to use a far-from-perfect product (including buying
dedicated computers to run it) to have that fully autonomous feeling.&lt;/p&gt;
&lt;p&gt;Mobile devices arguably have access to all the information already through the applications
installed by the user. They don&amp;rsquo;t need to access the complete app store, only the apps that the user
has decided are relevant to them (and coincidentally are often already logged in and ready to go).&lt;/p&gt;
&lt;p&gt;With the goal of a higher level of autonomy in mind, this article aims to discuss what should be
done by mobile operating system providers (dominated by iOS &amp;amp; Android) to enable such functionality
in the not-too-distant future.&lt;/p&gt;
&lt;h3&gt;The Operating System becomes the Agentic Broker&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;the-operating-system-becomes-the-agentic-broker&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#the-operating-system-becomes-the-agentic-broker&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;At its core, agents need some common functionality to unlock the full extent of their
functionality.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Note:&lt;/strong&gt; &lt;em&gt;(detailed descriptions of what these are in verbose mode)&lt;/em&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Memory - remembering previous context, facts and intent;&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    The Agent persistent state. Keeps track of facts, preferences &amp;amp; previous
interactions. Examples could be &amp;ldquo;user is male mid-forties&amp;rdquo; or &amp;ldquo;user eats vegetarian and prefers to
walk&amp;rdquo;. This avoids the agent re-asking the user every time.
  &lt;/div&gt;
&lt;/div&gt;
&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Permissions control - only able to access what they are allowed to access; &lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;In
charge of what the agent can actually do on the device, similar to how permissions like camera &amp;amp;
location are already managed by the operating system. In addition, the operating system can
control access via biometrics like FaceID, what applications (and their respective background
functionality) the agent can and cannot access.&lt;/p&gt;
&lt;p&gt;The Operating System is in charge of keeping the Agent in check.&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;
&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Tool registry - what is available to the agent; &lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;Keeping track of everything
available to the Agent on this specific device. For example, a GMail application may register a
&amp;ldquo;sendEmail&amp;rdquo; functionality, Messages may register &amp;ldquo;sendSMS&amp;rdquo; and &amp;ldquo;sendIMessage&amp;rdquo; etc. A user may have
hundreds of applications installed and each one can register some form of functionality that can
run in the backgorund and help the Agent complete its task.&lt;/p&gt;
&lt;p&gt;The tool registry lets the agent discover what it can do.&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;
&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;User context - if memory is the history, this is the present state of the user; &lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    A
live snapshot of who the user is and what they are doing right now. The current app, time of day,
location, recent activity, device state (e.g. locked, driving, in a call). With this information
the agent is better suited to tailor its behaviour.
  &lt;/div&gt;
&lt;/div&gt;
&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Notifications &amp;amp; communication - bi-directional communication with the user;&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    Agents
will want to notify the user some how; to ask for permission, notify about proactive changes.
Mobile devices already have support for push notifications &amp;amp; alerts.
  &lt;/div&gt;
&lt;/div&gt;
&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Operating systems already act as the broker between applications and the underlying hardware, but
now they should become the broker between agent harnesses and applications. They are the gatekeepers
providing a registry of tools, managing authentication (including biometric IDs for ease) and
monitoring background usage of applications.&lt;/p&gt;
&lt;p&gt;Only the operating system can be trusted to launch apps in the background, mediate permissions
(including FaceID), enforce battery budgets and audit cross-app data flows. No third-party layer has
(or should have) that power.&lt;/p&gt;
&lt;p&gt;Additionally the Operating System could become the proxy to access models themselves. This would
give the user power to restrict which AI models were being used by all installed agents. This may
include local models in the future or from a provider that the user may trust or have a preference
for.&lt;/p&gt;
&lt;p&gt;Agent developers then focus on building the agent harness, the coordination between all of these
elements in an efficient and practical way for the user.&lt;/p&gt;
&lt;p&gt;This isn&amp;rsquo;t just Siri again - the key difference is plurality. Any agent can use the same brokered
tools, leverage past and shared memory and coodrinate flows. Not only an assistant promoted by the
vendor.&lt;/p&gt;
&lt;p&gt;&lt;img src=&#34;https://braw.dev/blog/2026-04-06-mobile-os-as-agentic-broker/mobile-os-broker.png&#34; alt=&#34;High level overview of how agents are enabled by mobile OS acting as agent brokers&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/p&gt;
&lt;h3&gt;Opt-in and log&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;opt-in-and-log&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#opt-in-and-log&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;It starts with enabling these features. They&amp;rsquo;re not for everyone and mis-used they are a security
risk. There &lt;strong&gt;must always&lt;/strong&gt; be the ability to turn off AI &amp;amp; Agentic functionality at the operating
system level.&lt;/p&gt;
&lt;p&gt;Agents on device do open up users to the usual AI exploits such as prompt injection and as such
should offer some amount of protection to the non-technical user. Once enabled (and risks
explained), the operating system can also provide a few safety mechanisms:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;PII data redaction for personal data if relevant. This can even be done on device with small
models like &lt;a href=&#34;https://huggingface.co/openai/privacy-filter&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;code&gt;openai/privacy-filter&lt;/code&gt;&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;An audit log of all interactions between Agent and App. On its own it&amp;rsquo;s too verbose for the
standard user but the occasional popup - as is done today - explaining that Agent X has accessed
Y application/data.&lt;/li&gt;
&lt;li&gt;A centralised security scoring mechanism in the app store. If multiple users start flagging that
an agent is misbehaving, Apple or Google could quickly remove the guilty agent from the app store
to limit fallout.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;The OS sits between agent and app, enforces least-privilege and auditing every call.&lt;/p&gt;
&lt;h3&gt;Building on what&amp;rsquo;s there today&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;building-on-whats-there-today&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#building-on-whats-there-today&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;Arguably Android&amp;rsquo;s
&lt;a href=&#34;https://developer.android.com/develop/devices/assistant/intents&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Android Intents&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; and iOS
&lt;a href=&#34;https://developer.apple.com/documentation/appintents/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;App Intents&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; are already steps into this
direction.&lt;/p&gt;
&lt;p&gt;Right now however, it seems that mobile platforms are looking to focus on developing the complete
assistant experience themselves. Siri and Google Assistant - no matter how poor they perform or slow
they are to update - come baked into the operating system with no clear way for anyone else to
compete.&lt;/p&gt;
&lt;p&gt;Adjusting their stance to enable others to integrate would still give Apple and Google the control
over the ecosystem they want while enabling more innovation.&lt;/p&gt;
&lt;h4&gt;MCP and Skills for mobile?&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;mcp-and-skills-for-mobile&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#mcp-and-skills-for-mobile&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h4&gt;&lt;p&gt;Model Context Protocol (MCP) - a framework to define a way for AI to discover and use external
services - was rapidly adopted as a standard in desktop that gave tool providers a unified way to
expose functionality to the changing landscape of AI tools. Whether you use Claude Code, Cursor or
Codex, you can add the MCP for Figma and expose the same functionality. It&amp;rsquo;s easy for Figma to
maintain a single connection to all AI tools that support MCP.&lt;/p&gt;
&lt;p&gt;In an ideal world there would a similar level of coordination between the mobile OS providers. It
doesn&amp;rsquo;t have to MCP (and it likely won&amp;rsquo;t be as I don&amp;rsquo;t think it&amp;rsquo;s transferrable between desktop and
mobile), but it should be a common standard so that apps and agents can be developed cross platform.&lt;/p&gt;
&lt;p&gt;Skills - text files detailing how an Agent should perform a specific task with optional scripts or
references to help it do so - are another emerging trend on desktop AI. These may actually transfer
well to mobile agents and would offer more advanced users ways to modify the agent application to
perform tasks in the specific way that they want it to be done. There will need to be a better way
to get skills onto mobile, and to surface to layman users what actually the skill is doing, but this
moves from a technology problem to a user experience/interface problem.&lt;/p&gt;
&lt;h3&gt;What would app developers need to do?&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;what-would-app-developers-need-to-do&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#what-would-app-developers-need-to-do&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;div class=&#34;hx:overflow-x-auto hx:mt-6 hx:flex hx:rounded-lg hx:border hx:py-2 hx:ltr:pr-4 hx:rtl:pl-4 hx:contrast-more:border-current hx:contrast-more:dark:border-current hx:border-blue-200 hx:bg-blue-100 hx:text-blue-900 hx:dark:border-blue-200/30 hx:dark:bg-blue-900/30 hx:dark:text-blue-200&#34;&gt;
  &lt;div class=&#34;hx:ltr:pl-3 hx:ltr:pr-2 hx:rtl:pr-3 hx:rtl:pl-2&#34;&gt;&lt;svg height=1.2em class=&#34;hx:inline-block hx:align-middle&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34; fill=&#34;none&#34; viewBox=&#34;0 0 24 24&#34; stroke-width=&#34;2&#34; stroke=&#34;currentColor&#34; aria-hidden=&#34;true&#34;&gt;&lt;path stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34; d=&#34;M13 16h-1v-4h-1m1-4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z&#34;/&gt;&lt;/svg&gt;&lt;/div&gt;

  &lt;div class=&#34;hx:w-full hx:min-w-0 hx:leading-7&#34;&gt;
    &lt;div class=&#34;hx:mt-6 hx:leading-7 hx:first:mt-0&#34;&gt;I&amp;rsquo;m not a mobile developer. I am familiar with some SDKs and capabilities but if this is drastically
wrong please call me out.&lt;/div&gt;
  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;Once iOS/Android have released new SDK functionality to register tools, existing application
developers will need to register chunks of functionality with this SDK. Similar to MCP this will
likely include a tool name (that the operating system will namespace by application so even if two
apps register a &lt;code&gt;getBalance&lt;/code&gt; function, there is no conflict), a short description of when the tool
should be called and what it provides, tool inputs if relevant (e.g. a &lt;code&gt;getBalance&lt;/code&gt; may take an
optional date to get the balance at that particular time) and the required permissions (does the
user need to approve this with FaceID?). The OS should then take care of the rest, coordinating
agent interactions and permissions as required.&lt;/p&gt;
&lt;p&gt;Agent developers on the other hand focus on building the logic to coordinate interaction between
different components and implement developing standards. One size does not fit all, there is a need
and gap for many different agent harnesses. These may be specialised on different verticals or try
to become more general purpose.&lt;/p&gt;
&lt;h3&gt;Thinking into the future&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;thinking-into-the-future&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#thinking-into-the-future&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;Agents on mobile are coming and the OS vendors need to be ready for it. OpenClaw proved the model
works on desktop and server models but the mobile adoption needs alterations to go mainstream.&lt;/p&gt;
&lt;p&gt;We may end up with more &amp;ldquo;headless&amp;rdquo; applications, without a user interface, only providing
tools/functionality to agents applications to interact with on device.&lt;/p&gt;
&lt;h4&gt;Bring back the Meta phone&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;bring-back-the-meta-phone&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#bring-back-the-meta-phone&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h4&gt;&lt;p&gt;I believe Apple and Google should be investing heavily to enable a stronger, broader AI ecosystem.
But whether it&amp;rsquo;s them or a new entrant, the opportunity is the same.&lt;/p&gt;
&lt;p&gt;For mobile adoption, it would make sense for Zuckerberg &amp;amp; Meta to revive
&lt;a href=&#34;https://techcrunch.com/2019/12/19/facebook-operating-system/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Eye OS&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; and make it an agent broker.
They would even be able to deliver an out-of-the-box experience powered by their new
&lt;a href=&#34;https://ai.meta.com/blog/introducing-muse-spark-msl/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Muse model family&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; - &amp;ldquo;Scaling towards
personal superintelligence&amp;rdquo;. Developers could offer headless applications accelerating and easing
development to bridge the missing app ecosystem and users could interact with the majority of their
applications through multi-purpose agent applications instead.&lt;/p&gt;
&lt;p&gt;While it doesn&amp;rsquo;t specifically have to be a Facebook (or Windows) phone, I think there is an
opportunity for a new mobile operating system to build these functionalities. It&amp;rsquo;s only a matter
of time and would be a compelling motivation for app developers and sales point for consumers.
Phones with this OS will enabling a new generation of personal assistants.&lt;/p&gt;
&lt;p&gt;Could Anthropic or OpenAI launch something to compete with the status quo? Perhaps Musk &amp;amp; X could
enable it and further the development of the X super-app.&lt;/p&gt;
&lt;p&gt;The pieces are here and evolving. On-device models are getting better, server connections exist
where they fail. (Some) users want this. Apps and data are already available on the phone. But the
missing piece, the platform that coordinates the connections, needs to be built into the operating
system. It remains unknown who will build the future, turning intelligence from a feature into a
platform.&lt;/p&gt;

      </description>
    </item>
    
    <item>
      <title>Monitor Claude Code Usage With Grafana</title>
      <link>https://braw.dev/blog/2026-03-28-monitor-claude-usage-with-grafana/</link>
      <pubDate>Sat, 28 Mar 2026 23:20:00 +0100</pubDate>
      
      <guid>https://braw.dev/blog/2026-03-28-monitor-claude-usage-with-grafana/</guid>
      <description>
        
        
        &lt;p&gt;&lt;img src=&#34;https://braw.dev/blog/2026-03-28-monitor-claude-usage-with-grafana/GrafanaDashboardTeaser.png&#34; alt=&#34;Teaser image showing cost and token usage of Claude Code in a Grafana dashboard&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/p&gt;
&lt;div class=&#34;tldr-callout bw:my-6 hx:flex hx:rounded-xl hx:border hx:shadow-sm hx:overflow-hidden&#34;&gt;
  &lt;div class=&#34;tldr-sidebar bw:flex-shrink-0 hx:flex hx:items-center hx:justify-center hx:px-4 hx:border-r&#34;&gt;
    &lt;span class=&#34;tldr-label bw:font-bold hx:text-sm bw:tracking-wider bw:uppercase&#34; style=&#34;writing-mode: vertical-rl; transform: rotate(180deg);&#34;&gt;TL;DR&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;tldr-body hx:p-4 hx:text-sm bw:leading-relaxed&#34;&gt;
    This is possible out of the box without adding any custom
certificates, proxies or MITM. You will need an OpenTelemetry compatible data collector and the
ability to set some enivironment variables.
  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;As part of a longer post on how we can use OpenTelemetry to observe AI agent behaviours, I started
capturing OTEL tracing from Claude Code. It may not be common knowledge but Claude
&lt;a href=&#34;https://code.claude.com/docs/en/monitoring-usage&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;supports this out of the box&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;. All you need is a
place to send the data (I use Grafana cloud) and then to set some environment variables.&lt;/p&gt;
&lt;p&gt;In a time where Anthropic is changing limits ad-hoc, users are claiming to use up half their usage a
couple of simple prompts and Anthropic provides no easy way to quantify usage, OpenTelemetry and a
little Grafana/visualisation magic is our friend.&lt;/p&gt;
&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;h2&gt;How does OTEL fit into the AI Agent paradigm?&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;how-does-otel-fit-into-the-ai-agent-paradigm&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#how-does-otel-fit-into-the-ai-agent-paradigm&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;In a standard microservices distributed system, REST and gRPC are used to communicate between
services with each service emitting logs and spans that are used to create a end-to-end trace of a
request. This is used to trace (hence the name) traffic, monitor latency and catch errors.&lt;/p&gt;
&lt;p&gt;AI Agents fit this observability paradigm but instead of calling microservices (well, they might)
they make requests to LLMs, execute tools and call MCP servers.&lt;/p&gt;
&lt;p&gt;By wrapping AI Agents in OTEL we can get a peek at how the agent&amp;rsquo;s complex reasoning and tool usage
behave.&lt;/p&gt;
&lt;p&gt;&lt;img src=&#34;otel-diagram.png&#34; alt=&#34;Diagram comparing OTEL traces for Microservices and AI Agents&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;

&lt;h2&gt;Get a place to ship the data to&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;get-a-place-to-ship-the-data-to&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#get-a-place-to-ship-the-data-to&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;OpenTelemetry is a standardised framework, adopted by plenty of observability tooling. If you have
something you already use, just use that.&lt;/p&gt;
&lt;h3&gt;Grafana Cloud&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;grafana-cloud&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#grafana-cloud&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;If you want to be fast with minimal effort, give &lt;a href=&#34;https://grafana.com/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Grafana Cloud&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; a try. They
have a generous free tier and Grafana is the GOAT for observability.&lt;/p&gt;
&lt;h4&gt;Grafana Cloud credentials&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;grafana-cloud-credentials&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#grafana-cloud-credentials&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h4&gt;&lt;p&gt;Grafana Cloud needs some extra information, the endpoint and authentication
details (your account ID and API Key). Unfortunately they don&amp;rsquo;t make this super easy to find&amp;hellip;&lt;/p&gt;
&lt;h5&gt;Account ID, API-Key and OpenTelemetry / OTLP endpoint&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;account-id-api-key-and-opentelemetry--otlp-endpoint&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#account-id-api-key-and-opentelemetry--otlp-endpoint&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h5&gt;&lt;ol&gt;
&lt;li&gt;You can see all your &amp;ldquo;Stacks&amp;rdquo; (Grafana, Loki, Prometheus etc.) at
&lt;a href=&#34;https://grafana.com/profile/org&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;https://grafana.com/profile/org&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;;&lt;/li&gt;
&lt;li&gt;Click &amp;ldquo;Details&amp;rdquo; on your stack (in my case &amp;ldquo;braw&amp;rdquo;);&lt;/li&gt;
&lt;li&gt;Find the OpenTelemetry card and press &amp;ldquo;Configure&amp;rdquo; (screenshot below);&lt;/li&gt;
&lt;li&gt;Note your OTLP Endpoint, Instance ID;&lt;/li&gt;
&lt;li&gt;Create an API Token and note that as well;&lt;/li&gt;
&lt;/ol&gt;






&lt;div class=&#34;hextra-scrollbar hx:overflow-x-auto hx:overflow-y-hidden hx:overscroll-x-contain&#34;&gt;
  &lt;div class=&#34;hx:mt-4 hx:flex hx:w-max hx:min-w-full hx:border-b hx:border-gray-200 hx:pb-px hx:dark:border-neutral-800&#34; role=&#34;tablist&#34;&gt;&lt;button class=&#34;hextra-tabs-toggle hx:cursor-pointer hx:data-[state=selected]:border-primary-500 hx:data-[state=selected]:text-primary-600 hx:data-[state=selected]:dark:border-primary-500 hx:data-[state=selected]:dark:text-primary-600 hx:mr-2 hx:rounded-t hx:p-2 hx:font-medium hx:leading-5 hx:transition-colors hx:-mb-0.5 hx:select-none hx:border-b-2 hx:border-transparent hx:text-gray-600 hx:hover:border-gray-200 hx:hover:text-black hx:dark:text-gray-200 hx:dark:hover:border-neutral-800 hx:dark:hover:text-white hx:hextra-focus-visible-inset&#34; id=&#34;tabs-tab-tabs-02-0&#34; role=&#34;tab&#34; type=&#34;button&#34; aria-controls=&#34;tabs-panel-tabs-02-0&#34; aria-selected=&#34;true&#34; tabindex=&#34;0&#34; data-state=&#34;selected&#34;&gt;&lt;span class=&#34;hx:inline-flex hx:items-center hx:gap-1.5&#34;&gt;&lt;span&gt;Configure OTEL for stack&lt;/span&gt;&lt;/span&gt;&lt;/button&gt;&lt;button class=&#34;hextra-tabs-toggle hx:cursor-pointer hx:data-[state=selected]:border-primary-500 hx:data-[state=selected]:text-primary-600 hx:data-[state=selected]:dark:border-primary-500 hx:data-[state=selected]:dark:text-primary-600 hx:mr-2 hx:rounded-t hx:p-2 hx:font-medium hx:leading-5 hx:transition-colors hx:-mb-0.5 hx:select-none hx:border-b-2 hx:border-transparent hx:text-gray-600 hx:hover:border-gray-200 hx:hover:text-black hx:dark:text-gray-200 hx:dark:hover:border-neutral-800 hx:dark:hover:text-white hx:hextra-focus-visible-inset&#34; id=&#34;tabs-tab-tabs-02-1&#34; role=&#34;tab&#34; type=&#34;button&#34; aria-controls=&#34;tabs-panel-tabs-02-1&#34; aria-selected=&#34;false&#34; tabindex=&#34;-1&#34;&gt;&lt;span class=&#34;hx:inline-flex hx:items-center hx:gap-1.5&#34;&gt;&lt;span&gt;OTEL Connection Details&lt;/span&gt;&lt;/span&gt;&lt;/button&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div&gt;&lt;div class=&#34;hextra-tabs-panel hx:rounded-sm hx:pt-6 hx:hidden hx:data-[state=selected]:block&#34; id=&#34;tabs-panel-tabs-02-0&#34; role=&#34;tabpanel&#34; aria-labelledby=&#34;tabs-tab-tabs-02-0&#34; aria-hidden=&#34;false&#34; tabindex=&#34;0&#34; data-state=&#34;selected&#34;&gt;&lt;img src=&#34;ConfigureGrafanaOTEL.png&#34; alt=&#34;Screenshot of Grafana Cloud stack details&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/div&gt;&lt;div class=&#34;hextra-tabs-panel hx:rounded-sm hx:pt-6 hx:hidden hx:data-[state=selected]:block&#34; id=&#34;tabs-panel-tabs-02-1&#34; role=&#34;tabpanel&#34; aria-labelledby=&#34;tabs-tab-tabs-02-1&#34; aria-hidden=&#34;true&#34;&gt;&lt;img src=&#34;ConfigureOTELConnection.png&#34; alt=&#34;Screenshot of Grafana Cloud OTEL connection details&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/div&gt;&lt;/div&gt;

&lt;h3&gt;Local SigNoz&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;local-signoz&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#local-signoz&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;Want to run it locally? You can also use Open Source Grafana however I prefer &lt;a href=&#34;https://signoz.io/docs/install/docker/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;SigNoz in a
container&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; as it&amp;rsquo;s so quick and easy to get up and running.&lt;/p&gt;
&lt;p&gt;The choice is yours.&lt;/p&gt;
&lt;h2&gt;Start a local collector&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;start-a-local-collector&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#start-a-local-collector&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;As I&amp;rsquo;m using Grafana Cloud I&amp;rsquo;m also going to use
&lt;a href=&#34;https://grafana.com/docs/alloy/latest/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Grafana Alloy&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; to collect and ship my OTEL data. Despite
being a Grafana product it does also support
&lt;a href=&#34;https://grafana.com/docs/alloy/latest/collect/opentelemetry-data/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;collecting OpenTelemetry data&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;.&lt;/p&gt;
&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;An &lt;a href=&#34;https://opentelemetry.io/docs/collector/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;OpenTelemetry collector&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; is a &amp;ldquo;vendor-agnostic way to
receive, process and export telemetry data.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;In our case, Alloy is a lightweight application we&amp;rsquo;re going to use to collect our metrics, logs and
traces data, possibly perform some processing and then ship it to destinations of choice.&lt;/p&gt;
&lt;p&gt;I like to do this so I can configure my OTEL applications to send data to Alloy and then Alloy is
configured to send to both Grafana Cloud and my local SigNoz instance. This way I have a couple of
copies of the data and can equally compare tools.&lt;/p&gt;
&lt;p&gt;You will likely only want to send the data to Grafana Cloud.&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;We&amp;rsquo;ll write an Alloy config file using the token from earlier to
&lt;a href=&#34;https://grafana.com/docs/alloy/latest/collect/opentelemetry-to-lgtm-stack/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;push to our Grafana stack&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;.
This creates an OLTP endpoint listening on &lt;code&gt;:4317&lt;/code&gt; and &lt;code&gt;:4318&lt;/code&gt;, batches the requests and sends them
to our Grafana Cloud stack.&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div class=&#34;hextra-code-filename not-prose&#34; dir=&#34;auto&#34;&gt;otel-config.alloy&lt;/div&gt;&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-hcl&#34; data-lang=&#34;hcl&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;auth&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;basic&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;default&amp;#34;&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;  username&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;&amp;lt;ACCOUNT ID&amp;gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;  password&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;&amp;lt;API TOKEN&amp;gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;exporter&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otlphttp&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;default&amp;#34;&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;k&#34;&gt;client&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    endpoint&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;&amp;lt;OTLP_ENDPOINT&amp;gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    auth&lt;/span&gt;     &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;auth&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;basic&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;default&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;handler&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  }
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;receiver&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otlp&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;default&amp;#34;&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;k&#34;&gt;grpc&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    endpoint&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;127.0.0.1:4317&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  }
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;k&#34;&gt;http&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    endpoint&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;127.0.0.1:4318&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  }
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;k&#34;&gt;output&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    metrics&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;processor&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;batch&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;default&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;input&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    logs&lt;/span&gt;    &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;processor&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;batch&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;default&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;input&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    traces&lt;/span&gt;  &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;processor&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;batch&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;default&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;input&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  }
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;processor&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;batch&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;default&amp;#34;&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;k&#34;&gt;output&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    metrics&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;exporter&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otlphttp&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;default&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;input&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    logs&lt;/span&gt;    &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;exporter&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otlphttp&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;default&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;input&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;    traces&lt;/span&gt;  &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otelcol&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;exporter&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;otlphttp&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;default&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;k&#34;&gt;input&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  }
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;}&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-8&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;Then I&amp;rsquo;m going to spin up a container with Podman (but you can also replace it with &lt;code&gt;docker&lt;/code&gt;):&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;podman run &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    -v &amp;lt;CONFIG_FILE_PATH&amp;gt;:/etc/alloy/config.alloy &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    -p 12345:12345 &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    -p 4317:4317 &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    -p 4318:4318 &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    grafana/alloy:latest &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    run --server.http.listen-addr&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;0.0.0.0:12345 --storage.path&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;/var/lib/alloy/data &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    /etc/alloy/config.alloy&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;(replace &lt;code&gt;&amp;lt;CONFIG_FILE_PATH&amp;gt;&lt;/code&gt; with where you stored the file before, e.g. &lt;code&gt;./otel-config.alloy&lt;/code&gt;)&lt;/p&gt;
&lt;p&gt;and check that it runs on &lt;a href=&#34;http://localhost:12345/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;http://localhost:12345/&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;.&lt;/p&gt;
&lt;h2&gt;Tell Claude Code to use OpenTelemetry&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;tell-claude-code-to-use-opentelemetry&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#tell-claude-code-to-use-opentelemetry&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Once you have your OTEL stack ready, we need to tell Claude to push data there. For that there are
some basic environment variables we need to configure and some optional ones to capture more info (a
full list of possible related variables and some notes on them can be found in &lt;code&gt;--verbose&lt;/code&gt; mode).&lt;/p&gt;
&lt;p&gt;We&amp;rsquo;re going to make use of the standard OTEL logs and enable a beta OTEL tracing feature.
Unfortunately the tracing doesn&amp;rsquo;t seem to properly attach spans to a trace as it should but we still
get some data showing.&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Undocumented Beta tracing&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;BETA_TRACING_ENDPOINT&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;http://localhost:4318&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;CLAUDE_CODE_ENHANCED_TELEMETRY_BETA&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;ENABLE_BETA_TRACING_DETAILED&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Base telemetry config&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;CLAUDE_CODE_ENABLE_TELEMETRY&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;CLAUDE_CODE_OTEL_FLUSH_TIMEOUT_MS&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_EXPORTER_OTLP_ENDPOINT&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;http://localhost:4317&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_EXPORTER_OTLP_PROTOCOL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;grpc&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Lower the export interval so we see results faster&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_LOGS_EXPORT_INTERVAL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_METRIC_EXPORT_INTERVAL&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Make sure we tell the exporters to use OTLP&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_LOGS_EXPORTER&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;otlp&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_METRICS_EXPORTER&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;otlp&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_TRACES_EXPORTER&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;otlp&amp;#34;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;additionally, if you want to also log tool content, details and user prompts add the following
exports:&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_LOG_TOOL_CONTENT&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_LOG_TOOL_DETAILS&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;export&lt;/span&gt; &lt;span class=&#34;nv&#34;&gt;OTEL_LOG_USER_PROMPTS&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;then we run claude code as normal:&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;claude&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;&lt;strong&gt;Full list of OTEL environment variables supported by Claude at the time of writing:&lt;/strong&gt;&lt;/p&gt;
&lt;table&gt;
  &lt;thead&gt;
      &lt;tr&gt;
          &lt;th&gt;Environment variable&lt;/th&gt;
          &lt;th&gt;Note&lt;/th&gt;
      &lt;/tr&gt;
  &lt;/thead&gt;
  &lt;tbody&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;CLAUDE_CODE_ENABLE_TELEMETRY&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;Required to ship OTEL data&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;CLAUDE_CODE_ENHANCED_TELEMETRY_BETA&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;Still investigating what this does&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;CLAUDE_CODE_OTEL_FLUSH_TIMEOUT_MS&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;CLAUDE_CODE_OTEL_HEADERS_HELPER_DEBOUNCE_MS&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;CLAUDE_CODE_OTEL_SHUTDOWN_TIMEOUT_MS&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;CLAUDE_CODE_PERFETTO_TRACE&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;Seems to need a feature flag but could be used to profile &lt;code&gt;claude&lt;/code&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_ENDPOINT&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_HEADERS&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_INSECURE&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_LOGS_PROTOCOL&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_METRICS_PROTOCOL&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_METRICS_TEMPORALITY_PREFERENCE&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_PROTOCOL&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_OTLP_TRACES_PROTOCOL&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_PROMETHEUS_HOST&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_EXPORTER_PROMETHEUS_PORT&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_LOG_TOOL_CONTENT&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_LOG_TOOL_DETAILS&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_LOG_USER_PROMPTS&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_LOGS_EXPORT_INTERVAL&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_LOGS_EXPORTER&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_METRIC_EXPORT_INTERVAL&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_METRICS_EXPORTER&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_TRACES_EXPORT_INTERVAL&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
      &lt;tr&gt;
          &lt;td&gt;&lt;code&gt;OTEL_TRACES_EXPORTER&lt;/code&gt;&lt;/td&gt;
          &lt;td&gt;&lt;/td&gt;
      &lt;/tr&gt;
  &lt;/tbody&gt;
&lt;/table&gt;
  &lt;/div&gt;
&lt;/div&gt;

&lt;h2&gt;Visualise your usage&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;visualise-your-usage&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#visualise-your-usage&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Once you&amp;rsquo;ve sent a few prompts you should expect to see data in your observability tool. As a
Grafana Cloud user, this is an example of what I have chosen to see:&lt;/p&gt;
&lt;p&gt;&lt;img src=&#34;https://braw.dev/blog/2026-03-28-monitor-claude-usage-with-grafana/GrafanaCloudClaudeCodeDashboard.png&#34; alt=&#34;Grafana Cloud Dashboard showing Claude Code Usage&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/p&gt;
&lt;div class=&#34;hx:overflow-x-auto hx:mt-6 hx:flex hx:rounded-lg hx:border hx:py-2 hx:ltr:pr-4 hx:rtl:pl-4 hx:contrast-more:border-current hx:contrast-more:dark:border-current hx:border-blue-200 hx:bg-blue-100 hx:text-blue-900 hx:dark:border-blue-200/30 hx:dark:bg-blue-900/30 hx:dark:text-blue-200&#34;&gt;
  &lt;div class=&#34;hx:ltr:pl-3 hx:ltr:pr-2 hx:rtl:pr-3 hx:rtl:pl-2&#34;&gt;&lt;svg height=1.2em class=&#34;hx:inline-block hx:align-middle&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34; fill=&#34;none&#34; viewBox=&#34;0 0 24 24&#34; stroke-width=&#34;2&#34; stroke=&#34;currentColor&#34; aria-hidden=&#34;true&#34;&gt;&lt;path stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34; d=&#34;M13 16h-1v-4h-1m1-4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z&#34;/&gt;&lt;/svg&gt;&lt;/div&gt;

  &lt;div class=&#34;hx:w-full hx:min-w-0 hx:leading-7&#34;&gt;
    &lt;div class=&#34;hx:mt-6 hx:leading-7 hx:first:mt-0&#34;&gt;This dashboard chooses to pull statistics from logs (via Loki) rather than traces. This is becauses
traces are still in Beta. But you can adjust accordingly and perhaps get better performance.&lt;/div&gt;
  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;If you&amp;rsquo;re also using Grafana you can import the
&lt;a href=&#34;GrafanaCloudDashboard-ClaudeCode.json&#34;&gt;following JSON&lt;/a&gt; to get the same dashboard.&lt;/p&gt;
&lt;h2&gt;Testing out user claims&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;testing-out-user-claims&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#testing-out-user-claims&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;&lt;img src=&#34;https://braw.dev/blog/2026-03-28-monitor-claude-usage-with-grafana/TwitterComplaintUsingUsage.png&#34; alt=&#34;Tweet complaining “Hello, how are you?” uses 2% of Claude Pro usage&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/p&gt;
&lt;p&gt;I&amp;rsquo;ve seen some claims on Twitter (currently known as &amp;ldquo;X&amp;rdquo;) and LinkedIn that simply saying &amp;ldquo;hello&amp;rdquo;
was enough to burn significant Claude usage, but lets see how true that is.&lt;/p&gt;
&lt;p&gt;Start a new Claude session and send &amp;ldquo;hello&amp;rdquo;:&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;claude hello
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;⏺ Hello! How can I &lt;span class=&#34;nb&#34;&gt;help&lt;/span&gt; you today?&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;Find the most recent session ID in our Find the most recent session ID in our
&lt;a href=&#34;https://grafana.com/explore&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;https://grafana.com/explore&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; page and selecting our &lt;code&gt;logs&lt;/code&gt; datasource from the dropdown in the
top-left.&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;pre&gt;&lt;code&gt;{service_name=&amp;#34;claude-code&amp;#34;} | session_id != &amp;#34;&amp;#34; | line_format &amp;#34;{{.session_id}}&amp;#34;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;&lt;img src=&#34;https://braw.dev/blog/2026-03-28-monitor-claude-usage-with-grafana/GrafanaCloudLogQLExplore.png&#34; alt=&#34;Screenshot of Grafana Cloud Explore to find the Session ID&#34;  data-zoomable loading=&#34;lazy&#34; /&gt;&lt;/p&gt;
&lt;p&gt;By adding a limit of &lt;code&gt;1&lt;/code&gt; and selecting &lt;code&gt;Direction: Backward&lt;/code&gt; we can see the most recent session ID.&lt;/p&gt;
&lt;p&gt;And then we can use that session ID (replace &lt;code&gt;session_id&lt;/code&gt; in the examples below) to query things
like the total cost in USD:&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;pre&gt;&lt;code&gt;sum(sum_over_time({service_name=&amp;#34;claude-code&amp;#34;} | session_id=&amp;#34;{{ session_id }}&amp;#34; | unwrap cost_usd [$__auto]))

0.0153&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;or the total &lt;code&gt;input_tokens&lt;/code&gt;:&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;pre&gt;&lt;code&gt;sum(sum_over_time({service_name=&amp;#34;claude-code&amp;#34;} | session_id=&amp;#34;{{ session_id }}&amp;#34; | unwrap input_tokens [$__auto]))

340&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;or the total &lt;code&gt;cache_read_tokens&lt;/code&gt; (seems oddly high for a new session):&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;pre&gt;&lt;code&gt;sum(sum_over_time({service_name=&amp;#34;claude-code&amp;#34;} | session_id=&amp;#34;{{ session_id }}&amp;#34; | unwrap cache_read_tokens [$__auto]))

14,585&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;Maybe higher than we were expecting but definitely shouldn&amp;rsquo;t be using all significant chunks of your
usage&amp;hellip;&lt;/p&gt;
&lt;p&gt;At least now you can leave this running and monitor usage over time. If you&amp;rsquo;re hitting limits dive
back in and see how much your recent sessions really consumed.&lt;/p&gt;
&lt;p&gt;This was a fun experiment which involved getting to know OpenTelemetry a bit better, a bit of
peaking inside Claude Code and observing my token usage.&lt;/p&gt;

      </description>
    </item>
    
    <item>
      <title>Usernames in Claude</title>
      <link>https://braw.dev/blog/2026-03-27-usernames-in-claude/</link>
      <pubDate>Fri, 27 Mar 2026 21:55:06 +0100</pubDate>
      
      <guid>https://braw.dev/blog/2026-03-27-usernames-in-claude/</guid>
      <description>
        
        
        &lt;p&gt;Funny thing, there seem to be some files (or at least references to files) embedded in the &lt;code&gt;claude&lt;/code&gt;
binary that contain the username of the user. Lets look at Linux and Mac users (usernames in the
&lt;code&gt;/home&lt;/code&gt; or &lt;code&gt;/Users&lt;/code&gt; directory):&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;❯ strings &lt;span class=&#34;k&#34;&gt;$(&lt;/span&gt;which claude&lt;span class=&#34;k&#34;&gt;)&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;|&lt;/span&gt; grep -E &lt;span class=&#34;s1&#34;&gt;&amp;#39;^/(home|Users)/[^/]+&amp;#39;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;|&lt;/span&gt; cut -d/ -f3 &lt;span class=&#34;p&#34;&gt;|&lt;/span&gt; sort -u
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;amorriscode
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;atp
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;boris
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;claude
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;hellja
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;qing
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;runner
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;user
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;username&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;The paths themselves aren&amp;rsquo;t too interesting though (list truncated):&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;❯ strings &lt;span class=&#34;k&#34;&gt;$(&lt;/span&gt;which claude&lt;span class=&#34;k&#34;&gt;)&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;|&lt;/span&gt; grep -E &lt;span class=&#34;s1&#34;&gt;&amp;#39;^/(home|Users)/[^/]+&amp;#39;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;|&lt;/span&gt; sort -u
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/claude/.claude/remote
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/box_blur.rsp
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/color_matrix.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/component_transfer.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;...
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/work/claude-cli-internal/claude-cli-internal/node_modules/@grpc/grpc-js/build/src
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/user
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/amorriscode/.cargo/registry/src/artifactory.infra.ant.dev-7db23613d841872b/crossbeam-deque-0.8.6/src/deque.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/amorriscode/.cargo/registry/src/artifactory.infra.ant.dev-7db23613d841872b/crossbeam-epoch-0.9.18/src/atomic.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/amorriscode/.cargo/registry/src/artifactory.infra.ant.dev-7db23613d841872b/crossbeam-epoch-0.9.18/src/internal.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;...
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/atp/.cargo/registry/src/artifactory.infra.ant.dev-7db23613d841872b/zune-jpeg-0.5.12/src/worker.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/atp/code/claude-cli-internal/vendor/image-processor-src/target/aarch64-apple-darwin/release/deps/libimage_processor.dylib
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/boris/.cargo/registry/src/artifactory.infra.ant.dev-7db23613d841872b/napi-2.16.17/src/bindgen_runtime/module_register.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/boris/.cargo/registry/src/artifactory.infra.ant.dev-7db23613d841872b/napi-2.16.17/src/error.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;...
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/hellja/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/src/rust/library/std/src/sys/thread_local/native/lazy.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/hellja/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/src/rust/library/std/src/thread/local.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;...
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/runner/work/bun-internal/bun-internal/vendor/lolhtml/src/selectors_vm/ast.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/runner/work/bun-internal/bun-internal/vendor/lolhtml/src/selectors_vm/compiler.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/runner/work/bun-internal/bun-internal/vendor/lolhtml/src/selectors_vm/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/username/project/README.md
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/username/project/src
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/username/project/src/index.ts
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/Users/username/project/src/newFile.ts&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&#34;hextra-code-copy-btn-container hx:opacity-0 hx:transition hx:group-hover/code:opacity-100 hx:flex hx:gap-1 hx:absolute hx:m-[11px] hx:right-0 hx:top-0&#34;&gt;
  &lt;button
    class=&#34;hextra-code-copy-btn hx:group/copybtn hx:cursor-pointer hx:transition-all hx:active:opacity-50 hx:bg-primary-700/5 hx:border hx:border-black/5 hx:text-gray-600 hx:hover:text-gray-900 hx:rounded-md hx:p-1.5 hx:dark:bg-primary-300/10 hx:dark:border-white/10 hx:dark:text-gray-400 hx:dark:hover:text-gray-50&#34;
    title=&#34;Copy code&#34;
    aria-label=&#34;Copy code&#34;
    data-copied-label=&#34;Copied!&#34;
  &gt;
    &lt;div class=&#34;hextra-copy-icon hx:group-[.copied]/copybtn:hidden hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
&lt;div class=&#34;hextra-success-icon hx:hidden hx:group-[.copied]/copybtn:block hx:pointer-events-none hx:h-4 hx:w-4&#34;&gt;&lt;/div&gt;
  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;If you look closely at the list, you can glean quite a bit of context about how &lt;code&gt;claude&lt;/code&gt; was built:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;Rust Ecosystem:&lt;/strong&gt; The heavy presence of &lt;code&gt;.cargo/registry&lt;/code&gt; and &lt;code&gt;.rustup&lt;/code&gt; paths confirms that the
CLI is partially written in Rust. We can even see references to specific tools like &lt;code&gt;resvg&lt;/code&gt; (SVG
rendering) and &lt;code&gt;zune-jpeg&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;CI/CD Traces:&lt;/strong&gt; The paths under &lt;code&gt;/home/runner&lt;/code&gt; and &lt;code&gt;/Users/runner/work&lt;/code&gt; point to GitHub
Actions runners being used for cross-compilation (both Ubuntu and macOS targets).&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Internal Projects:&lt;/strong&gt; We can spot references to &lt;code&gt;claude-cli-internal&lt;/code&gt;, &lt;code&gt;claude-cli-4&lt;/code&gt;, and even
&lt;code&gt;bun-internal&lt;/code&gt;, giving us a peek into Anthropic&amp;rsquo;s internal repo structure.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Developer Machines:&lt;/strong&gt; Paths like &lt;code&gt;/Users/amorriscode&lt;/code&gt; or &lt;code&gt;/Users/boris&lt;/code&gt; suggest that some
crates or components were built locally by developers and statically linked, preserving their
local absolute paths via panic macros, debug symbols, or &lt;code&gt;file!()&lt;/code&gt; macros.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;If you are curious, you can explore the complete, un-truncated list of over 600 extracted paths by
enabling verbose mode (toggle, bottom right).&lt;/p&gt;
&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;&lt;strong&gt;Full list of extracted paths:&lt;/strong&gt;&lt;/p&gt;
&lt;div class=&#34;hextra-code-block hx:relative hx:mt-6 hx:first:mt-0 hx:group/code&#34;&gt;

&lt;div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/claude/.claude/remote
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/box_blur.rsp
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/color_matrix.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/component_transfer.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/convolve_matrix.rs/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/iir_blur.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/filter/turbulence.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/geom.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/image.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/mask.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/resvg/src/render.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/usvg-parser/src/marker.rshiddenscroll
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/usvg-parser/src/svgtree/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/usvg-parser/src/svgtree/names.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/usvg-parser/src/svgtree/parse.rsX
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/usvg-parser/src/svgtree/text.rstext
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/usvg-tree/src/filter.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/resvg-4b7e4ee32ad6d954/3495d87/crates/usvg/src/writer.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/woff2-rs-a4d3c822d2553afe/88cce4c/src/glyf_decoder/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/git/checkouts/woff2-rs-a4d3c822d2553afe/88cce4c/src/woff2/table_directory.rs,
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&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/arrayvec-0.7.4/src/arrayvec.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/base64-0.21.7/src/encode.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/brotli-decompressor-2.5.1/src/bit_reader/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/brotli-decompressor-2.5.1/src/decode.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/brotli-decompressor-2.5.1/src/huffman/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/brotli-decompressor-2.5.1/src/transform.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/bytemuck-1.15.0/src/internal.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/bytes-1.6.0/src/lib.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/data-url-0.2.0/src/lib.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/data-url-0.2.0/src/mime.rs&lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/huffman_table.rs/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/huffman_lengths.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/input_buffer.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/length_encode.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/lz77.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/matching.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/output_writer.rsL
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/deflate-1.0.0/src/rle.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/flate2-1.0.28/src/bufreader.rs$
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/flate2-1.0.28/src/crc.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/fontdb-0.14.1/src/lib.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/gif-0.12.0/src/reader/decoder.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/gif-0.12.0/src/reader/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/imagesize-0.12.0/src/formats/jxl.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/jpeg-decoder-0.3.1/src/decoder.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/jpeg-decoder-0.3.1/src/huffman.rsfailed to decode huffman code@
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/jpeg-decoder-0.3.1/src/idct.rsD
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/jpeg-decoder-0.3.1/src/parser.rsencountered  with invalid length
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/jpeg-decoder-0.3.1/src/upsampler.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/jpeg-decoder-0.3.1/src/worker/immediate.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/jpeg-decoder-0.3.1/src/worker/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/kurbo-0.9.5/src/cubicbez.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/miniz_oxide-0.5.4/src/inflate/core.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/miniz_oxide-0.5.4/src/inflate/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/miniz_oxide-0.5.4/src/inflate/output_buffer.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/miniz_oxide-0.7.2/src/inflate/core.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/miniz_oxide-0.7.2/src/inflate/output_buffer.rsH
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/miniz_oxide-0.7.2/src/inflate/stream.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/pathfinder_content-0.5.0/src/outline.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/png-0.17.5/src/decoder/mod.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/png-0.17.5/src/decoder/stream.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/png-0.17.5/src/decoder/zlib.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/png-0.17.5/src/encoder.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/png-0.17.5/src/filter.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/png-0.17.5/src/text_metadata.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/png-0.17.5/src/utils.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rctree-0.5.0/src/lib.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/roxmltree-0.18.1/src/lib.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/roxmltree-0.18.1/src/parse.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/aat/extended_kerning.rs
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&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/aat/metamorphosis.rs
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&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/complex/myanmar.rs&lt;span class=&#34;se&#34;&gt;\%&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/complex/thai.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/complex/universal.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/complex/vowel_constraints.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/fallback.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/glyph_set.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/normalize.rs
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/home/runner/.cargo/registry/src/index.crates.io-6f17d22bba15001f/rustybuzz-0.7.0/src/ot/contextual.rs
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  &lt;/button&gt;
&lt;/div&gt;
&lt;/div&gt;
  &lt;/div&gt;
&lt;/div&gt;


      </description>
    </item>
    
    <item>
      <title>Verbose Mode</title>
      <link>https://braw.dev/blog/2026-02-28-verbose-mode/</link>
      <pubDate>Sat, 28 Feb 2026 21:34:08 +0100</pubDate>
      
      <guid>https://braw.dev/blog/2026-02-28-verbose-mode/</guid>
      <description>
        
        
        &lt;p&gt;I like to write about technical topics, but not everyone wants to read the gritty details. Sometimes
you just want the high-level overview, and other times you want to see exactly how something works
under the hood.&lt;/p&gt;
&lt;p&gt;To solve this, I&amp;rsquo;ve added a &lt;code&gt;--verbose&lt;/code&gt; mode toggle to this blog. You can find it in the bottom
right corner of the site. When enabled, it reveals extra details, code snippets, and deeper
explanations hidden throughout the articles.&lt;/p&gt;
&lt;p&gt;Here is a short example of how it looks:&lt;/p&gt;
&lt;p&gt;This is a normal paragraph that everyone can see.&lt;/p&gt;
&lt;div class=&#34;verbose-content&#34;&gt;
  &lt;div class=&#34;verbose-header&#34;&gt;
    &lt;span class=&#34;verbose-icon&#34;&gt;verbose output&lt;/span&gt;
  &lt;/div&gt;
  &lt;div class=&#34;verbose-body&#34;&gt;
    &lt;p&gt;&lt;strong&gt;Verbose output:&lt;/strong&gt; This is a verbose paragraph! You&amp;rsquo;ll only see this block of text when the
&lt;code&gt;--verbose&lt;/code&gt; mode is turned on.&lt;/p&gt;
&lt;p&gt;I&amp;rsquo;ll use it to share extra context, setup instructions or more.&lt;/p&gt;

  &lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;Try toggling the verbose mode on and off using the switch in the bottom right corner to see how it
works!&lt;/p&gt;

      </description>
    </item>
    
    <item>
      <title>Restart the Blog</title>
      <link>https://braw.dev/blog/2026-03-26-restart-the-blog/</link>
      <pubDate>Thu, 26 Feb 2026 22:37:34 +0100</pubDate>
      
      <guid>https://braw.dev/blog/2026-03-26-restart-the-blog/</guid>
      <description>
        
        
        &lt;p&gt;This site has gone through many iterations. From humble Django, Ghost, a brief digital garden with
&lt;a href=&#34;https://github.com/jackyzha0/quartz&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;quartz&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt;, Astro and now static Hugo, I have relaunched with the
excellent &lt;a href=&#34;https://imfing.github.io/hextra/&#34;target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Hextra theme&lt;svg class=&#34;hx:inline hx:rtl:rotate-270 hx:align-baseline&#34; height=&#34;1em&#34; aria-hidden=&#34;true&#34; fill=&#34;none&#34; stroke=&#34;currentColor&#34; stroke-width=&#34;2&#34; viewBox=&#34;0 0 24 24&#34; xmlns=&#34;http://www.w3.org/2000/svg&#34;&gt;
 &lt;path d=&#34;m9.1716 7.7574h7.0711m0 0v7.0711m0-7.0711-8.4853 8.4853&#34; stroke-linecap=&#34;round&#34; stroke-linejoin=&#34;round&#34;/&gt;
&lt;/svg&gt;&lt;/a&gt; and Hugo.&lt;/p&gt;
&lt;h2&gt;Prioritising European&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;prioritising-european&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#prioritising-european&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Currently this is deployed to Cloudflare pages but as I&amp;rsquo;m pushing for
more European focused solutions I plan to port this to Bunny.net in the near future.&lt;/p&gt;
&lt;h2&gt;Old content&lt;span class=&#34;hx:absolute hx:-mt-20&#34; id=&#34;old-content&#34;&gt;&lt;/span&gt;
    &lt;a href=&#34;#old-content&#34; class=&#34;subheading-anchor&#34; aria-label=&#34;Permalink for this section&#34;&gt;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Older posts &lt;em&gt;might&lt;/em&gt; get ported over once I&amp;rsquo;ve reviewed but for now we&amp;rsquo;re going to start from
scratch.&lt;/p&gt;
&lt;p&gt;I hope you find something that interests you!&lt;/p&gt;

      </description>
    </item>
    
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