Hacker News

Article URL: https://lwn.net/Articles/1057569/

Comments URL: https://news.ycombinator.com/item?id=47220547

Points: 1

# Comments: 0

I built an open-source framework where multi-agent systems fix their own prompts.

Each skill is a structured SKILL.md. After every run, an LLM judge scores each skill and tags exact failures. An LLM patcher generates candidate fixes to just the failing section. Each candidate is replayed on past traces. Winner gets promoted. Loser discarded.

One command: evoagents autofix

Key decisions: - LLM-as-judge, not regex — constraints are natural language, evaluation should be too - Section-level patching — only the broken part gets touched - Replay gating — no patch ships without proving it improves on real data - Versioned — every change is a new version, instant rollback

You can steer it: evoagents autofix --guide "prefer primary sources"

pip install evoagents https://github.com/jatingargiitk/evoagents

Comments URL: https://news.ycombinator.com/item?id=47220540

Points: 1

# Comments: 0

Article URL: https://drseusstravelagency.com

Comments URL: https://news.ycombinator.com/item?id=47220533

Points: 1

# Comments: 0

Article URL: https://www.cnn.com/2026/03/02/entertainment/zendaya-tom-holland-marriage-speculation-scli-intl

Comments URL: https://news.ycombinator.com/item?id=47220531

Points: 1

# Comments: 0

Article URL: https://animationobsessive.substack.com/p/takamoto-and-disney-and-the-war-fa4

Comments URL: https://news.ycombinator.com/item?id=47220529

Points: 1

# Comments: 0

Article URL: https://onebitdelay.com/

Comments URL: https://news.ycombinator.com/item?id=47219659

Points: 1

# Comments: 0

Article URL: https://www.joanwestenberg.com/members-only-wont-fix-self-help/

Comments URL: https://news.ycombinator.com/item?id=47219658

Points: 1

# Comments: 0

Article URL: https://matejlou.blog/2024/02/26/a-geometric-interpretation-of-the-3d-cross-product/

Comments URL: https://news.ycombinator.com/item?id=47219656

Points: 1

# Comments: 0

Article URL: https://www.explainme.ai/

Comments URL: https://news.ycombinator.com/item?id=47219654

Points: 1

# Comments: 0

Article URL: https://www.science.org/content/article/when-i-lost-my-university-email-my-identity-scientist-took-unexpected-hit

Comments URL: https://news.ycombinator.com/item?id=47219652

Points: 2

# Comments: 0

Article URL: https://phys.org/news/2026-02-digital-forestry-team-combines-ai.html

Comments URL: https://news.ycombinator.com/item?id=47219650

Points: 1

# Comments: 0

Article URL: https://forum.typst.app/t/a-paper-about-typst-written-in-typst-and-with-an-official-typst-based-template-in-the-ijimai-journal/8073

Comments URL: https://news.ycombinator.com/item?id=47219643

Points: 1

# Comments: 0

Article URL: https://blog.miguelgrinberg.com/post/llm-use-in-the-python-source-code

Comments URL: https://news.ycombinator.com/item?id=47219640

Points: 1

# Comments: 0

Hi

This is an itch I've been meaning to scratch for some time.

https://glint.statictype.org/

Glint is a simple utility that lets you double-click xlsx and docx files in Finder and open them in your Google account.

I don't use Office and I don't like Numbers and Pages. My current workflow is to open Google Sheets/Docs and manually import files that are shared with me. Its a tedious process, and Google's design sense doesn't make it any easier.

This app tries to solve that.

It registers file handlers for .xlsx and .docx. It uploads the file the first time you open it. After that, it adds some metadata to the file so next time you open it, it directly opens the existing Google Doc without trying to upload it again.

This is the kind of utility app that exists because of agentic coding tools like Codex and Claude Code.

This problem has been an annoyance for years but not annoying enough that I wanted to spend time wading through the quagmire of Google Docs APIs and credentials and re-learning macOS UI programming with Swift.

I tried Codex for this, and while I still prefer Claude Code by a good margin, Codex pretty much one-shotted a rough version of what I wanted.

Let me know what you think!

Comments URL: https://news.ycombinator.com/item?id=47219627

Points: 1

# Comments: 0

Article URL: https://pubs.acs.org/doi/10.1021/acsnano.3c02528

Comments URL: https://news.ycombinator.com/item?id=47219626

Points: 1

# Comments: 0

Article URL: https://github.com/Entrpi/eemicrogpt

Comments URL: https://news.ycombinator.com/item?id=47219623

Points: 2

# Comments: 1

Article URL: https://github.com/DeepBlueDynamics/das-eimerargument

Comments URL: https://news.ycombinator.com/item?id=47219614

Points: 3

# Comments: 0

Article URL: https://nautil.us/the-thrill-of-science-in-2042-1270684/

Comments URL: https://news.ycombinator.com/item?id=47219610

Points: 2

# Comments: 0

Article URL: https://phys.org/news/2026-02-simulations-path-ideal-glass-crystal.html

Comments URL: https://news.ycombinator.com/item?id=47219606

Points: 2

# Comments: 0

Article URL: https://fortune.com/2026/03/01/american-schools-broken-silicon-valley-edtech-gen-z-test-scores/

Comments URL: https://news.ycombinator.com/item?id=47219602

Points: 2

# Comments: 0