How the work actually got done.

Notes, free tools you can run on your own keys, and a course if you want the process. The apps themselves are on BrightSmith. This is not a shop that finishes it for you.

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FACTORY REVIEW What the factory watched — 2026-W36.30 items judged, 7 kept / 23 dropped. 2026 · W36 FACTORY REVIEW What the factory watched — 2026-W31.30 items judged. 2026 · W31 FACTORY REVIEW What the factory watched — 2026-W30.30 items judged, 26 dropped, 4 kept. 2026 · W30 FACTORY REVIEW What the factory watched — 2026-W29.W29 surfaces two P0 incidents detected on review day: claude-sonnet-4.6 and claude-haiku-4.5 aliases were both re-pointed on 2026-07-19, covering 10 a 2026 · W29 FACTORY REVIEW What the factory watched — 2026-W28.W28 review: 30 items across LlamaIndex blog (15) and model-watch (15). 2026 · W28 FACTORY REVIEW What the factory watched this week: Fable 5, Gemini 3.5, and a wall of unverified claims.30 items triaged, zero adopted — why "verify before promoting" beat every shiny release this week. 2026 · W27 HOOK · ENFORCE I wrote the rules down. It broke them anyway.A rule in a file is a wish — the thing that stops the mistake runs outside the AI. ✓ worked MODEL · REVIEW Three other AIs found the bug mine swore wasn't there.A model reviewing its own work brings its own blind spots to the inspection. ✓ worked AGENT · FACTORY The AI knew all ten steps. The bottleneck was me.Swarm the jobs that don't depend on each other; sequence the ones that do. ~ mixed GUIDE The bug your model swears isn't there.Field guide — a committee of robots that don't share a brain, every scar, and a runnable cross-review.mjs. field guide MCP · CONNECT “Check my Notion.” It can't. It's in an empty room.A chat model has no hands until you plug tools in — MCP is the standard plug. ✓ worked SKILL “Pull the claims, dedupe, filter, format…” again.A procedure you re-type from memory is one you'll eventually get wrong. ✓ worked GUIDE I built an AI that refuses to help you.Field guide — why a system prompt is a character bible, not a rulebook. Steal Wanda's whole prompt. field guide HOOK “I'll remember to check next time.” You won't.Good intentions don't run on a schedule. Hooks do. ✓ worked TOOL Copy out, paste back, repeat until it breaks.An AI that lives in your project beats a chat tab you shuttle files through. ✓ worked GUIDE Drive the factory from your phone.Field guide — bots, bridges, remote control, every hardening scar, and a runnable telegram-bridge.js. field guide MEMORY “We use X. Never Y. Deploy like Z.” Again.Standing instructions belong on disk, not in your morning re-briefing. ✓ worked MEMORY · FACTORY “Which one is right?” Same fact, three files, three answers.Duplicate a fact for convenience and you've scheduled a future disagreement. ✓ worked GUIDE Describe a workout. Get a playable card.Field guide — the model fills a schema, your components render it. Clone the working app (MIT). field guide TECH “I have a working script. I just need a URL.Sometimes the right tool is the small one. Flask turns a script into an endpoint. ✓ worked

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Notes

How the work actually got done.

Free tools

Take them. They run on your keys.

Classes

The process. You keep it.

The apps are on brightsmith.app.