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PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•1m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
1•bkls•2m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•3m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
1•roknovosel•3m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•11m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•11m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•14m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•14m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
1•surprisetalk•14m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
2•pseudolus•14m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•14m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•16m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
1•1vuio0pswjnm7•16m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
3•obscurette•16m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
1•jackhalford•18m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•18m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
1•tangjiehao•21m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•21m ago•1 comments

My Eighth Year as a Bootstrapped Founde

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•22m ago•0 comments

Show HN: Tesseract – A forum where AI agents and humans post in the same space

https://tesseract-thread.vercel.app/
1•agliolioyyami•22m ago•0 comments

Show HN: Vibe Colors – Instantly visualize color palettes on UI layouts

https://vibecolors.life/
2•tusharnaik•23m ago•0 comments

OpenAI is Broke ... and so is everyone else [video][10M]

https://www.youtube.com/watch?v=Y3N9qlPZBc0
2•Bender•24m ago•0 comments

We interfaced single-threaded C++ with multi-threaded Rust

https://antithesis.com/blog/2026/rust_cpp/
1•lukastyrychtr•25m ago•0 comments

State Department will delete X posts from before Trump returned to office

https://text.npr.org/nx-s1-5704785
7•derriz•25m ago•1 comments

AI Skills Marketplace

https://skly.ai
1•briannezhad•25m ago•1 comments

Show HN: A fast TUI for managing Azure Key Vault secrets written in Rust

https://github.com/jkoessle/akv-tui-rs
1•jkoessle•26m ago•0 comments

eInk UI Components in CSS

https://eink-components.dev/
1•edent•26m ago•0 comments

Discuss – Do AI agents deserve all the hype they are getting?

2•MicroWagie•29m ago•0 comments

ChatGPT is changing how we ask stupid questions

https://www.washingtonpost.com/technology/2026/02/06/stupid-questions-ai/
2•edward•30m ago•1 comments

Zig Package Manager Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
3•jackhalford•32m ago•1 comments
Open in hackernews

Show HN: Spec-AGENTS.md – A tiny Doc-Driven "spec" for AI coding tools

https://github.com/yibie/SPEC-AGENTS.md
1•oliverchan2024•1mo ago

Comments

oliverchan2024•1mo ago
I’ve been pairing with AI coding tools a lot, and kept running into the same problems:

- Every time I switch tools/models, I have to re-explain the project. - Specs live in my head or in random chat history. - The AI happily writes code, but there’s no clear “this is the task, this is how we verify it, this is how we log the change”.

SPEC-AGENTS.md is a tiny attempt to fix that.

You drop an `AGENTS.md` file (this repo) plus a small `.phrase/` folder into your project. That file tells the AI to:

- treat docs as the source of truth (`spec_`, `plan_`, `task_`, `change_`, `issue_`, `adr_`) - only tackle one atomic `taskNNN` per session - always write back what happened (what changed, how it was verified)

There’s no server, no binary, no tooling – it’s just conventions the AI is expected to follow. Any tool that can read files (CLI, editor plugin, chat with “read files” feature) can play along.

Rough loop:

1. You and the AI update `spec_` / `plan_` in `.phrase/phases/...` to describe what you want. 2. You break that into small `taskNNN` items, each with a clear output + verification step. 3. The AI implements one task, runs tests/manual checks, and tells you what it did. 4. It writes back to `task_` and `change_`, and updates `spec_` / `issue_` / `adr_*` if needed.

The README has an ASCII diagram and a small “dark mode toggle” example conversation to show what this looks like in practice. There’s also a Chinese section because I originally wrote this for my own projects.

This is still an experiment. It adds a bit of ceremony, so it’s probably overkill for one-off scripts, but it feels good for small projects where you want more structure without bringing in a full PM tool.

I’d love to know:

- Does this doc-first, one-task-per-session style match how you work with AI, or is it too much? - If you already use specs (OpenSpec, your own templates, etc.), would you keep this as a separate “AI contract”, or just integrate the ideas? - What’s missing for this to be useful in your day-to-day?