> Because it's all very clearly spelled out within the code itself.
You're probably burning tokens. A markdown file with a summary, structure of your project, rules, and even goals prevents Claude from hunting for and reading files over and over. Each new session (or after compact) would be starting from scratch. I take it a step further and create a HANDOFF.md file between compacting that gives the next session full context of what was done and how to continue.
Also:
"Treat CLAUDE.md as the place you write down what you’d otherwise re-explain. Add to it when:
Claude makes the same mistake a second time
A code review catches something Claude should have known about this codebase
You type the same correction or clarification into chat that you typed last session"
"How many pelican riding bicycle SVGs were there before this test existed? What if the training data is being polluted with all these wonky results..."
I set up an old Stream Deck to do the same thing. I stopped using it after a few days. This design looks great though, status lights are a nice touch. YouTube vibe coders will love it, traditional devs will keep MacGyvering their own toys.
I had Claude whip up a local solution for me using Gemma 4 26b-a4b on my Mac and a Raspberry Pi Zero 2 W. It can do web search (valyu), file reading -- I have business & personal context stored in many markdown files -- weather, Apple reminders, and has cross-session memory. Streamline but capable agent that has been pieced together over a few weeks after using Karpathy's LLM wiki pattern, with bits of Hermes logic. Orpheus-TTS streams the spoken reply back with the first word usually landing in half a second. Voice input is openWakeWord for the wake word plus faster-whisper for speech-to-text, all on-device. I can run it straight on the Mac but I use it with the pi satellite and a cheap USB speakerphone (ConfCall MS13B). You can barge in by just talking over it rather than having to say the wake word again. Pretty handy Google Home replacement.
I asked Fable to plan a security & performance audit of my website. It said it would check SSR & origin attack surface, CMS content injection, Strapi API surface, etc.
Just before asking for approval to run, it said one thing it wanted to "flag before running" was "Rate-limit and auth testing against prod will generate some 4xx noise in Railway logs and could trip the form rate limiter — harmless, but saying it now."
Ok fine, I said go for it, and it says:
"Running it. Quick recon first (prod URLs + the prior-findings baseline), then I'll fan out the audit tracks with adversarial verification."
Immediately after, I got the Fable warning about how it can't continue because of safety concerns, switching to Opus. In the end, Opus did a good job thanks to whatever Fable suggested doing. Things were fixed that Opus missed in a security/performance audit just the week prior. But what surprised me is that it used 55 agents. Burned 80% of my 5-hour window in 15 minutes (5x Max plan). I've never had Opus do that before on these audits.
This actually worked well when I asked Gemini to generate a random color, character by character. I was getting Indigo/Electric Indigo a lot if I just asked for a random color on new sessions.
> Amazon is investing $5 billion in Anthropic today, with up to an additional $20 billion in the future. This builds on the $8 billion Amazon has previously invested.
> Today’s agreement will quickly expand our available capacity, delivering meaningful compute in the next three months and nearly 1GW in total before the end of the year.
Not Flock defenders, just people explaining how this is not a CCPA violation. I could set up 100 cameras around town (with property owners permission) and record cars driving by, birds, etc all day. Then I could sell access to that footage to whoever I want. If they want to scrape license plates that's up to the customer and their problem. Or if they want to track birds, cool, that could be in the frame too.
At first I thought you were talking about an actual rotating fan, which would be an awesome addition to this. Just a small PC fan running at a very low RPM built into the side in a circular cutout, with that worn metal patina look.
> then mentions that future readers "may even be an artificial intelligence rather than a human, how wonderful!"
My first thought seeing this post was, I need to find more literature like this, fine-tune a model with that + Logic Pro documentation, then give it an MCP to control Logic Pro and see if it can be my music production assistant.
I've been migrating a few Wordpress sites from Wordpress to Astro + Strapi recently, working in 'hybrid mode' so the entire site is static except for post previews in Strapi (only that one route is SSR).
Editing content in Strapi, once customized with CKEditor and such, is Wordpressy enough for the human Editors familiar with WP.