frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: Judgment Boundary – Stop as a First-Class Outcome for AI Systems

https://github.com/Nick-heo-eg/stop-first-rag
1•echoos•1h ago

Comments

echoos•1h ago
Hi HN,

Most AI failures I’ve seen weren’t hallucinations or wrong answers. They happened when systems executed actions by default.

This project explores the idea of a “Judgment Boundary”: explicitly separating judgment from execution, and treating STOP / HOLD as first-class outcomes.

Instead of optimizing answer accuracy, it focuses on: - preventing default execution, - making non-execution observable, - and preserving human responsibility.

The repo is documentation-first and meant as a public map for people working on agents, governance, or execution safety.

Feedback welcome especially from platform and infra folks.

Msgvault: fast private email archive and search system

https://wesmckinney.com/blog/announcing-msgvault/
1•j4mie•31s ago•0 comments

Doing Less, for Her

https://carlosbecker.com/posts/less/
1•Lunar5227•4m ago•0 comments

In my Google Calendar, every event is an AI task

https://kimmoihanus.com/posts/011-google-calendar-llm-orchestrator
1•ihmissuti•4m ago•1 comments

Demystifying Secure NFS

https://blogsystem5.substack.com/p/demystifying-secure-nfs
1•dgroshev•4m ago•0 comments

Launching Free Clay Alternative

https://bitscale.ai/
1•sanketgoyal11•5m ago•1 comments

Convolutions and Semirings

https://doisinkidney.com/posts/2017-10-13-convolutions-and-semirings.html
1•romes•5m ago•0 comments

How Apple Replaces Frameworks [video]

https://www.youtube.com/watch?v=SuQGQ1vh9k0
1•jeudesprits•6m ago•0 comments

Nano-vLLM: How a vLLM-style inference engine works

https://neutree.ai/blog/nano-vllm-part-1
1•yz-yu•6m ago•0 comments

Compromise of Polish codes and ciphers WWII

http://chris-intel-corner.blogspot.com/2026/02/the-compromise-of-polish-diplomatic.html
1•Christrian164•8m ago•0 comments

What "Production Grade" Means

https://askcodi.substack.com/p/what-production-grade-actually-means
1•himalayansailor•12m ago•1 comments

Startup Nutshell: All startup news, one feed

https://startupnutshell.com
1•ushno•13m ago•0 comments

Show HN: GeoRankers – See how AI models like ChatGPT describe your SaaS

https://dashboard.georankers.co/register
1•YJ2023•13m ago•0 comments

Onboarding Claude Code (and Yourself)

https://etsd.tech/posts/onboarding-claude-code/
1•elieteyssedou•13m ago•1 comments

GDBS: Make replacement, fast multi-threaded C++ builds for big projects

1•darkyboys•13m ago•0 comments

Show HN: Screen Recorder – Local

https://chromewebstore.google.com/detail/screen-recorder-local/flimojajilcjnadhaelikgjfkgchjlkk
1•Codegres•15m ago•0 comments

Show HN: Pi-Tmux

https://github.com/offline-ant/pi-tmux
1•athrowaway3z•16m ago•0 comments

Upcoming Tech Books to Read in 2026

https://notnotp.com/notes/upcoming-tech-books-to-read-in-2026/
1•enz•16m ago•0 comments

Use Deterministic Guardrails for Your LLM Agents

https://www.balajeerc.info/Use-Deterministic-Guardrails-for-your-LLM-Agents/
1•hannofcart•17m ago•0 comments

Did A.I. Take Your Job? Or Was Your Employer 'A.I.-Washing'?

https://www.nytimes.com/2026/02/01/business/layoffs-ai-washing.html
3•cainxinth•18m ago•0 comments

Resurrecting Crimsonland – Decompiling and preserving a cult 2003 classic game

https://banteg.xyz/posts/crimsonland/
1•Tiberium•19m ago•0 comments

Don't Get Scammed by Fake Power Tools [video]

https://www.youtube.com/watch?v=C_3bIv33f4o
1•burnt-resistor•20m ago•0 comments

Gyms, Zoos, and Museums: Your documentation should be in-game

https://rystorm.com/blog/gyms-zoos-museums-your-documentation-should-be-in-game
1•gyomu•21m ago•0 comments

How id Software made Catacomb 3D

https://www.youtube.com/watch?v=ZcUqwMf01pI
1•nailer•21m ago•0 comments

I made a WebRTC powered fidget spinner that syncs up between clients

https://a.rno.tt
1•acorn221•22m ago•1 comments

58% of Photographers Have Lost Work to Generative AI: Survey

https://petapixel.com/2026/01/30/58-of-photographers-have-lost-work-to-generative-ai-survey/
3•giuliomagnifico•22m ago•0 comments

Does selling AI capabilities as licensed, downloaded software make sense

https://cmpsbl.com/capabilities
1•promptfluid•23m ago•2 comments

Poetry will free us from the LLM mind

https://tumbleweedwords.substack.com/
1•tumbleweedwords•23m ago•0 comments

Show HN: Archon – 4 parallel Claude terminals that build software autonomously

https://github.com/martino-vigiani/Archon
1•martinovigiani•25m ago•1 comments

Show HN: Public domain classics delivered as weekly email installments

https://www.confabulists.com/
2•pipnonsense•27m ago•0 comments

A Taxonomy for AI Agents

https://www.osohq.com/post/you-cant-secure-what-you-cant-categorize-a-taxonomy-for-ai-agents
2•meghan•28m ago•0 comments