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Anthropic: Demystifying Evals for AI Agents

https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents
4•Bayram•8h ago

Comments

dangelosaurus•7h ago
I work on Promptfoo (an open-source eval framework). Appreciate the mention here. This post captures a lot of the hard lessons around agent evals. In particular, task ambiguity and brittle graders are things we run into constantly.

What I learned building an options portfolio tracker for retail traders

1•optioneer•43s ago•0 comments

Show HN: A word puzzle where you rearrange words to form a semantic loop

https://puzzles.madebynathan.com/chains?date=2026-01-11
1•nathan_f77•2m ago•0 comments

Show HN: Llama 4 Maverick explores Japantown in Watch Dogs 2

https://www.youtube.com/watch?v=2NUUNVvzuD0
1•dandelionv1bes•3m ago•0 comments

Show HN: A WebSite Space – A collection of 100 fun and weird links

https://www.awebsite.space/
1•AliGalip1545•3m ago•0 comments

Below the Surface: Archeological Finds from the Amsterdam Noord/Zuid Metro Line

https://belowthesurface.amsterdam/en/vondsten
1•stefanvdw1•6m ago•0 comments

A City on Mars

https://en.wikipedia.org/wiki/A_City_on_Mars
2•ColinWright•6m ago•0 comments

Show HN: Instagram Saved Posts Downloader

https://chromewebstore.google.com/detail/instagram-saved-posts-dow/alkgglonfjgmdolnjafmbmldmmalhdoi
1•qwikhost•9m ago•0 comments

Show HN: I made a livekit-powered video chat game with AI in 5 hours

https://president.alephz.com/
1•puppion•15m ago•0 comments

Ask HN: Are you having existential questions about being a software engineer?

2•ronbenton•15m ago•0 comments

Stan Tames Autoregressive Nonsense

https://twitter.com/karmaniverous/status/2010351714055123069
1•karmaniverous•16m ago•0 comments

GitHub PR Challenge

https://memu.pro/hackathon/rules
1•k_kiki•18m ago•1 comments

Show HN: Atom – The Open Source AI Workforce and Multi-Agent Orchestrator

https://github.com/rush86999/atom
2•rush86999•20m ago•0 comments

AI Psychosis, AI Apotheosis

https://www.oblomovka.com/wp/2026/01/07/ai-psychosis-ai-apotheosis/
2•baxtr•23m ago•0 comments

Why Finding Motivation Is Often Such a Struggle

https://nautil.us/why-finding-motivation-is-often-such-a-struggle-1260605/
2•Brajeshwar•23m ago•0 comments

Covid lockdowns changed the beak shape of city birds

https://newatlas.com/biology/lockdowns-beak-shape-birds/
2•Brajeshwar•23m ago•0 comments

Free Printable Coloring Pages

https://coloringbook.im/
1•Evan233•23m ago•1 comments

Non-Traditional Profiling

https://www.mgaudet.ca/technical/2026/1/8/non-traditional-profiling
1•lumpa•24m ago•0 comments

Ask HN: One-Shot or Iterate?

1•indigodaddy•24m ago•0 comments

Why does AI suck at making clocks?

https://www.popsci.com/technology/ai-making-clocks/
1•Brajeshwar•25m ago•0 comments

Praxis (Proposed City)

https://en.wikipedia.org/wiki/Praxis_(proposed_city)
1•gehwartzen•28m ago•0 comments

Implementing a Tiny CPU Rasterizer

https://lisyarus.github.io/blog/posts/implementing-a-tiny-cpu-rasterizer-part-1.html
2•todsacerdoti•30m ago•0 comments

China applies to put 200K satellites in space after calling Starlink crash risk

https://www.scmp.com/news/china/science/article/3339493/china-applies-put-200000-satellites-space...
2•nkurz•33m ago•1 comments

U.S. releases new dietary guidelines [video]

https://www.youtube.com/watch?v=dlQOpR7CAIU
1•mgh2•33m ago•0 comments

A History of Disbelief in Large Language Models

https://shadowcodebase.substack.com/p/the-shifting-skepticisms-in-ai
1•kevin42•34m ago•1 comments

Show HN: A mini paged-KV and prefix-cache scheduler (learning inference engine)

https://github.com/tyfeng1997/tailor
1•bofeng1997•42m ago•0 comments

AI Skills Marketplace: A New Digital Economy?

https://vibeandscribe.xyz/posts/2026-01-11-skills-marketplace.html
1•ryanthedev•43m ago•0 comments

The Largest Protest in Human History: The Baltic Way

https://en.wikipedia.org/wiki/Baltic_Way
3•ViktorRay•43m ago•0 comments

Writing a Work Log

https://fredrikmeyer.net/2026/01/11/work-log.html
1•FredrikMeyer•44m ago•0 comments

One Thousand Words

https://drewmayo.com/1000-words/
1•pabs3•45m ago•0 comments

Happy 50th Birthday KIM-1

https://github.com/netzherpes/KIM1-Demo
6•JKCalhoun•46m ago•0 comments