frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: FailCore – Deterministic Execution Runtime for AI Agents

https://github.com/Zi-Ling/failcore
1•IntelliAvatar•2h ago
FailCore is a deterministic execution runtime for AI agents. It sits below your planner/LLM and makes tool execution auditable, policy-gated, and replayable.

What it does: - Audit-grade tracing: every tool call is recorded to append-only JSONL (inputs / outputs / latency / failure types) - Policy gate: block unsafe actions before execution (e.g. sandbox or path boundaries) - Contract drift detection: catch output type drift (e.g. TEXT instead of JSON) as a machine-readable failure - Deterministic replay: replay previously successful steps from trace to avoid re-running expensive workflows

Quick try: pip install failcore failcore sample failcore show failcore replay run <trace.jsonl>

This is v0.1.0 and intentionally small. It’s not a planner or agent framework — it’s the “black box + airbag” for the execution layer. Feedback on trace format, replay semantics, and integration points is welcome.

University threatened with legal action after protest at academic's talk (UK)

https://www.bbc.co.uk/news/articles/cwyx3y84ln9o
1•mmarian•1m ago•0 comments

Nuno Loureiro, prof and dir of MITs Plasma Science and Fusion Center, dies at 47

https://news.mit.edu/2025/nuno-loureiro-professor-director-plasma-science-and-fusion-center-dies-...
1•gjvc•2m ago•0 comments

The Eye keeps your data simple clean and secure

https://eyebase.vercel.app/home
1•kira_aziz•3m ago•0 comments

Key Transparency for the Fediverse

https://soatok.blog/2025/12/15/announcing-key-transparency-fediverse/
1•walterbell•4m ago•0 comments

I love Kubernetes, I'm all-in on GitOps – but I hated diffs (until HelmEnvDelta)

https://medium.com/@balazs.csaba.diy/i-love-kubernetes-im-all-in-on-gitops-but-i-hated-env-to-env...
1•csababalazs•9m ago•0 comments

I Spent 3 Months Researching Image-Based Attacks

https://zero-trust-web.vercel.app/
3•Raviteja_•10m ago•1 comments

Japan to support domestic AI development with $6.34B

https://english.kyodonews.net/articles/-/67255
2•giuliomagnifico•13m ago•0 comments

Em Dash in Reddit Comments, Interactive

https://intervolz.com/emdash-observer/
2•jonatron•14m ago•1 comments

Chinese Chipmakers Race to IPOs

https://www.businesstimes.com.sg/international/global/chinese-chipmakers-race-ipo-after-back-back...
1•antman•15m ago•0 comments

Europe gets serious about cutting digital umbilical chord with US big tech

https://www.theregister.com/2025/12/22/europe_gets_serious_about_cutting/
4•jjgreen•15m ago•1 comments

Switchberry – CM4 Managed Switch for PTP, GPS, NTP, and PPS

https://github.com/geerlingguy/raspberry-pi-pcie-devices/issues/715
2•RossBencina•17m ago•1 comments

A comprehensive and precise spec (2016)

https://www.commitstrip.com/en/2016/08/25/a-very-comprehensive-and-precise-spec/
1•tannhaeuser•17m ago•0 comments

Germany Shifts to Nuclear Fusion After Fukushima-Era Fission Policy

https://www.forbes.com/sites/kensilverstein/2025/12/08/germany-shifts-to-nuclear-fusion-after-fuk...
3•mpweiher•19m ago•0 comments

Tasker: Multi-Agent Development with Claude Code

https://gonzo.engineer/posts/introducing-tasker/
1•Dowwie•19m ago•0 comments

How Do You Make Money in AI?

https://chiefting.substack.com/p/how-do-you-make-money-in-ai
1•mpraz•20m ago•0 comments

The Christmas Tree that came in from the Cold

https://medium.com/luminasticity/the-christmas-tree-that-came-in-from-the-cold-c89be27ca91
1•bryanrasmussen•22m ago•0 comments

Rocus: Re-ImaginingBookmarks and History

https://rocus.io/
1•thunderbong•28m ago•0 comments

Real World Django Applications

https://github.com/ckrybus/real-world-django
1•cuu508•31m ago•0 comments

A DMCA "Bot War": Google Search Processed 5B Takedown Requests in 2025

https://torrentfreak.com/a-dmca-bot-war-google-search-processed-5-billion-takedown-requests-in-2025/
4•gslin•33m ago•0 comments

A Better Substack Alternative

https://peerlist.io/solomonlijo/project/bublr
1•SolomonLijo•35m ago•0 comments

Show HN: Ailoy – A comprehensive framework for building local AI agents

https://github.com/brekkylab/ailoy
1•jhlee525•35m ago•0 comments

Building Formtok to fill up form with voice, need your review please

1•nilooy•41m ago•0 comments

iRobot bankruptcy revealed a new kind of competitor: 'the Chinese fast follower'

https://www.businessinsider.com/irobot-ceo-bankruptcy-china-fast-followers-competition-2025-12
2•mywacaday•41m ago•0 comments

Costco gained a cult following – by breaking every rule of retail (2019)

https://thehustle.co/costco-membership-economics
3•ksec•42m ago•0 comments

Constvector: Log-structured std:vector alternative – 30-40% faster push/pop

https://github.com/tendulkar
1•birdculture•42m ago•0 comments

Books I Enjoyed in 2025

https://borretti.me/article/books-i-enjoyed-in-2025
1•swah•46m ago•0 comments

Systemabsturz – a data protection Electropunk band

https://systemabsturz.band/
1•tcfhgj•46m ago•0 comments

Iatrogenic Slavery

https://unbekoming.substack.com/p/iatrogenic-slavery
2•SanjayMehta•48m ago•0 comments

If You Don't Design Your Career, Someone Else Will

https://gregmckeown.com/if-you-dont-design-your-career-someone-else-will/
12•TheAlchemist•48m ago•7 comments

Plugins case study: mdBook preprocessors

https://eli.thegreenplace.net/2025/plugins-case-study-mdbook-preprocessors/
1•ingve•49m ago•0 comments