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Harness Engineering for Self-Improvement

https://lilianweng.github.io/posts/2026-07-04-harness/
20•tosh•3h ago

Comments

manojbajaj95•18m ago
I've been working with self improvement harness a little bit and one thing i've come to conclusion is harness task fit. The learning can be significantly improved if we understand the behaviour of task and how it should be learned. I'm pretty sure a general solution will definitely exist which will do fine, but we are yet to see one.

LLMs reward expertise

https://www.seangoedecke.com/llms-reward-expertise/
925•MaxMussio•12h ago•393 comments

Harness Engineering for Self-Improvement

https://lilianweng.github.io/posts/2026-07-04-harness/
32•tosh•3h ago•2 comments

Show HN: Run an 80B Qwen in 4.3 GB of RAM on a Mac, and a 35B on an iPhone

https://github.com/leonickson1/Swiftlet
177•leonickson•16h ago•74 comments

Amazonian civilization had estimated 3M people in 3% of forest area

https://www.science.org/content/article/odd-shapes-hidden-dense-amazon-rainforest-reveal-sprawlin...
150•marojejian•5d ago•114 comments

Ten advances in mathematics and theoretical computer science

https://openai.com/index/ten-advances-in-mathematics/
535•milkshakes•17h ago•821 comments

Devtools must be open source

https://blog.exe.dev/devtools-must-be-open-source
603•bryanmikaelian•19h ago•202 comments

That time when I failed the Microsoft interview

https://ochagavia.nl/blog/that-time-when-i-failed-the-microsoft-interview/
56•wofo•5d ago•89 comments

There Will Come Soft Rains (1950) [pdf]

https://users.wpi.edu/~zrbutzke/Docs/BradburyStories(1).pdf
154•pmg101•10h ago•56 comments

Ask HN: Who is hiring? (August 2026)

173•whoishiring•18h ago•167 comments

Prevent cognitive debt by manually retyping LLM-generated code

https://ankursethi.com/blog/prevent-cognitive-debt-by-manually-retyping-llm-generated-code/
483•mpweiher•23h ago•387 comments

CollectWise (YC F24) Is Hiring

https://www.ycombinator.com/companies/collectwise/jobs/oEAfzBS-ai-agent-engineer
1•OBrien_1107•2h ago

Smaller, faster, safer: running Kimi and GLM at scale

https://blog.cloudflare.com/smaller-faster-safer-models/
215•ascorbic•16h ago•53 comments

Beauty in my backyard

https://worksinprogress.co/issue/beauty-in-my-backyard/
21•footest•4d ago•3 comments

Ask HN: Who wants to be hired? (August 2026)

114•whoishiring•18h ago•267 comments

Twenty Years of Pandoc

https://pandoc.org/twenty-years-of-pandoc.html
252•fiddlosopher•18h ago•30 comments

MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video

https://blog.comfy.org/p/minimax-h3-day-0-support-in-comfyui
295•vblanco•19h ago•85 comments

Launch HN: Hoplite (YC S26) – Effortlessly deploy cloud coding agents

https://hoplite.sh
70•BenceRed•16h ago•57 comments

Andy Pavlo joins ClickHouse to establish ClickHouse Labs

https://clickhouse.com/blog/andy-pavlo-joins-clickhouse
311•nikolay_sivko•19h ago•65 comments

Celebrating 45 Years of Kermit with the First New C-Kermit Release in 15 Years

https://changelog.complete.org/archives/44456-celebrating-45-years-of-kermit-with-the-first-new-c...
162•roryirvine•16h ago•41 comments

Windows XP 2002 for the Itanium: Unbridled rage

https://virtuallyfun.com/2026/08/03/windows-xp-2002-for-the-itanium-unbridled-rage/
103•jandeboevrie•11h ago•54 comments

200 Milliseconds

https://200ms.thenodebook.com
276•dimitarpanov•2d ago•84 comments

Trembling Photons in Non-Abelian Electric Fields

https://physics.aps.org/articles/v19/89
4•bookofjoe•3d ago•0 comments

Replacing the Kobo Libra H2O Battery

https://ei3lh.eu/2025/11/20/replacing-the-kobo-libra-h2o-battery/
75•austinallegro•5d ago•27 comments

Bonsai: Janestreet's UI Library

https://github.com/janestreet/bonsai
350•KolmogorovComp•1d ago•145 comments

How Hollywood stopped making movies in Hollywood

https://www.statsignificant.com/p/how-hollywood-stopped-making-movies
197•speckx•6d ago•239 comments

Decades-old fish sauce at abandoned factory in Canada finally being removed

https://defector.com/abandoned-fish-sauce-canada-interview
245•ohjeez•3d ago•249 comments

More German than many Germans

https://mertbulan.com/more-german-than-many-germans/
533•mertbio•1d ago•377 comments

RosaicLabs, Atom RTL, and 32-Tile AMX: Trying to Piece Together a x86 Puzzle

https://chipsandcheese.com/p/rosaiclabs-atom-rtl-and-32-tile-amx
8•aba_cz•4d ago•0 comments

IPC-7351B Electronic Component Zero Orientation [pdf] (2010)

https://scancad.net/wp-content/uploads/2019/02/zero-orientation-cad-libaray.pdf
12•gregsadetsky•3d ago•4 comments

AirLLM 70B inference with single 4GB GPU

https://github.com/lyogavin/airllm
218•Anon84•22h ago•80 comments