Ed Spencer
2.7K posts
Ed Spencer
@edspencer
Engineer playing at the intersection of UI and AI. Tab maximalist.
Lakewood Ranch, FL Katılım Nisan 2007
257 Takip Edilen1.8K Takipçiler
if you don't have a Claude Max account but want remote access to Claude sessions, herdctl can do that for you too
GIF
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If you have a proxmox setup, consider hosting your own Github Runners. I had Claude Code set them up for me across my existing small proxmox cluster of cheap ~8 year old HP Elitedesk mini PCs. Only took a few minutes; now jobs that took 5 mins take 1-2
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Using Claude Code to perform daily security audits on software projects: edspencer.net/2026/2/22/cont…
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Agent Fleet Composition is to AI Agents what routers are to the internet
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I asked Claude Code to create an STL model I could 3d print to hold my proxmox cluster machines. It did really well. Depending on your printer, it can perform every step autonomously. Writeup and source at github.com/edspencer/elit…
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Loving github.com/The-Vibe-Compa… - highly recommended if you have a million Claude Code tabs going at once
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so much this...
Simon Willison@simonw
Short musings on "cognitive debt" - I'm seeing this in my own work, where excessive unreviewed AI-generated code leads me to lose a firm mental model of what I've built, which then makes it harder to confidently make future decisions simonwillison.net/2026/Feb/15/co…
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@tom_hirst what agent are you using? I've found openclaw to be slow, buggy and crazy expensive, but hooking Discord directly up to Claude Code has been a winner
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Case in point, just handed a ticket off to an agent from 36,000 feet.
Tom Hirst@tom_hirst
The biggest AI unlock for me this week, as someone who’s been writing code for 20 years: We can now do meaningful work from our phones.
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Just realized we are celebrating our 6th year today 🎉
1st issue was sent 13th feb 2020
Seb ⚛️ ThisWeekInReact.com@sebastienlorber
🥇 This Week In React After 5 years of consistent work, we are not the most popular source of news in the React ecosystem 🥹 and growing
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Ed Spencer retweetledi
this is huge.
all agents have to do is send "Accept: text/markdown" and we’ll automatically convert the response to Markdown on-the-fly for any enabled site.
way fewer tokens. no need to handle it on your own.
Cloudflare@Cloudflare
Time to consider not just human visitors, but to treat agents as first-class citizens. Cloudflare’s network now supports real-time content conversion to Markdown at the source using content negotiation headers. cfl.re/4ksZQ1S
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remember when google came along and it was great because it wasn't chock-full of ads? This is google in 2026. 100% of the vertical space of a full screen browser window on my MBP is just ads. Nothing above the fold serves the user. Nuts
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Ed Spencer retweetledi
4% of GitHub public commits are being authored by Claude Code right now.
At the current trajectory, we believe that Claude Code will be 20%+ of all daily commits by the end of 2026.
While you blinked, AI consumed all of software development.
Read more 👇 newsletter.semianalysis.com/p/claude-code-…
SemiAnalysis@SemiAnalysis_
Claude Code is the Inflection Point, What It Is, How We Use It, Industry Repercussions, Microsoft's Dilemma, Why Anthropic Is Winning. newsletter.semianalysis.com/p/claude-code-…
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watching Claude Code configure a dozen homelab services over SSH for me gives me mixed feelings. It's cool because it can use my ssh key to do loads of things. It's scary because it can use my ssh key to do loads of things.
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this is the only time in my career as a software engineer when I've rented some of my tools. I wonder if it will stick
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Ed Spencer retweetledi
@EdenEmarco177 +1 on the security nightmare this represents. The ecosystem will gain tooling to ameliorate this, but the nature of how LLMs work suggest it is not a problem that has a definitive solution.
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github.com/assafelovic/sk…
This is the future of agents. Dynamic skill loading
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this is fascinating. I think it's a little overstated, but there's also several large kernels of undeniable truth here:
youtube.com/watch?v=WfjGZC…
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@YifanBTH could not agree more. I use herdctl to run those types of markdown-backed agents inside Docker, with Discord as the front end. I think it's a perfect fit for this category of agents. I run several of them myself already:
edspencer.net/2026/2/4/run-c…
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Want to run persistent Claude Code agents without giving them full system access? herdctl now lets you run agents inside Docker containers, unlocking a raft of security benefits
edspencer.net/2026/2/4/run-c…
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