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X said it would give $1M to a user who had previously shared racist posts

https://www.nbcnews.com/tech/internet/x-pays-1-million-prize-creator-history-racist-posts-rcna257768
1•doener•1m ago•0 comments

155M US land parcel boundaries

https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
2•tjwebbnorfolk•5m ago•0 comments

Private Inference

https://confer.to/blog/2026/01/private-inference/
1•jbegley•8m ago•0 comments

Font Rendering from First Principles

https://mccloskeybr.com/articles/font_rendering.html
1•krapp•11m ago•0 comments

Show HN: Seedance 2.0 AI video generator for creators and ecommerce

https://seedance-2.net
1•dallen97•16m ago•0 comments

Wally: A fun, reliable voice assistant in the shape of a penguin

https://github.com/JLW-7/Wally
1•PaulHoule•17m ago•0 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
1•y1n0•19m ago•0 comments

Lobsters Vibecoding Challenge

https://gist.github.com/MostAwesomeDude/bb8cbfd005a33f5dd262d1f20a63a693
1•tolerance•19m ago•0 comments

E-Commerce vs. Social Commerce

https://moondala.one/
1•HamoodBahzar•19m ago•1 comments

Avoiding Modern C++ – Anton Mikhailov [video]

https://www.youtube.com/watch?v=ShSGHb65f3M
2•linkdd•21m ago•0 comments

Show HN: AegisMind–AI system with 12 brain regions modeled on human neuroscience

https://www.aegismind.app
2•aegismind_app•25m ago•1 comments

Zig – Package Management Workflow Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
1•Retro_Dev•26m ago•0 comments

AI-powered text correction for macOS

https://taipo.app/
1•neuling•30m ago•1 comments

AppSecMaster – Learn Application Security with hands on challenges

https://www.appsecmaster.net/en
1•aqeisi•31m ago•1 comments

Fibonacci Number Certificates

https://www.johndcook.com/blog/2026/02/05/fibonacci-certificate/
1•y1n0•32m ago•0 comments

AI Overviews are killing the web search, and there's nothing we can do about it

https://www.neowin.net/editorials/ai-overviews-are-killing-the-web-search-and-theres-nothing-we-c...
3•bundie•37m ago•1 comments

City skylines need an upgrade in the face of climate stress

https://theconversation.com/city-skylines-need-an-upgrade-in-the-face-of-climate-stress-267763
3•gnabgib•38m ago•0 comments

1979: The Model World of Robert Symes [video]

https://www.youtube.com/watch?v=HmDxmxhrGDc
1•xqcgrek2•42m ago•0 comments

Satellites Have a Lot of Room

https://www.johndcook.com/blog/2026/02/02/satellites-have-a-lot-of-room/
2•y1n0•43m ago•0 comments

1980s Farm Crisis

https://en.wikipedia.org/wiki/1980s_farm_crisis
4•calebhwin•44m ago•1 comments

Show HN: FSID - Identifier for files and directories (like ISBN for Books)

https://github.com/skorotkiewicz/fsid
1•modinfo•49m ago•0 comments

Show HN: Holy Grail: Open-Source Autonomous Development Agent

https://github.com/dakotalock/holygrailopensource
1•Moriarty2026•56m ago•1 comments

Show HN: Minecraft Creeper meets 90s Tamagotchi

https://github.com/danielbrendel/krepagotchi-game
1•foxiel•1h ago•1 comments

Show HN: Termiteam – Control center for multiple AI agent terminals

https://github.com/NetanelBaruch/termiteam
1•Netanelbaruch•1h ago•0 comments

The only U.S. particle collider shuts down

https://www.sciencenews.org/article/particle-collider-shuts-down-brookhaven
2•rolph•1h ago•1 comments

Ask HN: Why do purchased B2B email lists still have such poor deliverability?

1•solarisos•1h ago•3 comments

Show HN: Remotion directory (videos and prompts)

https://www.remotion.directory/
1•rokbenko•1h ago•0 comments

Portable C Compiler

https://en.wikipedia.org/wiki/Portable_C_Compiler
2•guerrilla•1h ago•0 comments

Show HN: Kokki – A "Dual-Core" System Prompt to Reduce LLM Hallucinations

1•Ginsabo•1h ago•0 comments

Software Engineering Transformation 2026

https://mfranc.com/blog/ai-2026/
1•michal-franc•1h ago•0 comments
Open in hackernews

Ask HN: Change my mind) should AI coding conversations be append-only?

1•wsxiaoys•1mo ago
I work on an open-source coding agent, and one design choice we made is to keep conversations append-only. No editing past prompts.

Many would argue this feels restrictive. Isn’t it just better to edit an earlier message or tweak the prompt and move on? And this is what most coding agents allow, and on the front, it looks convenient. But realistically, editing conversation history throws away the most valuable signal you have.

When you edit the past prompts, it's basically erasing the part on how the agent actually reasoned. You lose the failed attempts, the wrong assumptions, the dead ends, and the recovery steps. That history is exactly what you need to understand why something worked or didn’t.

So instead of allowing you to edit a past prompt and erase the following history, we worked on allowing you to fork from the point instead. With our append-only model approach, every attempt becomes a checkpoint. You can fork from different moments, try alternative approaches, and compare outcomes side by side.

That way, you don’t have to pretend the first attempt was correct; you acknowledge that AI coding is inherently trial-and-error.

If you give an agent one shot, you get one outcome. If you give it five attempts from the same starting point, your chances of getting what you want go up dramatically. And append-only history makes that exploration cheap and safe, allowing you to treat failure as data and not something to hide or overwrite.

And to look at it, isn’t that how we already work as engineers? We don’t rewrite Git history every time an experiment fails. We branch instead. This allows us to explore and keep a record of what happened so we can reason about it later.

Thoughts?

Comments

apothegm•1mo ago
Failed attempts pollute the context and bias output in undesirable ways, making it more likely for the LLM to get stuck in a loop of uncorrectable bad responses.