frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: Local "incident bundle" for AI/agent failures (offline rep and CI JSON)

https://github.com/Tanyayvr/agent-qa-toolkit
1•Tanyayvr•1h ago
Hi,I built a small local-first CLI toolkit for debugging AI/agent incidents.

Problem I kept hitting: building agents is fast, but when something breaks, handing off “one failing run” is messy (screenshots, scattered logs, partial configs, access to a tracing UI, accidental secrets/PII in payloads).

What this does: run your agent on a case suite and generate a portable evidence pack you can open offline and attach to a GitHub issue/ticket:

report.html (offline viewer)

compare-report.json (machine-readable summary for CI gating: none | require_approval | block)

evidence files referenced via a manifest (so you can verify completeness/integrity)

It’s intentionally self-hosted/local-only: no backend, no accounts, nothing leaves your environment unless you export the pack.

Redaction note: in the “production” pipeline, redaction is applied in the runner before artifacts are written (the agent is not required to support a special header). There’s also a strict mode that scans all manifest-referenced files for residual markers as a safety gate.

I’m not trying to replace tracing/observability tools — this is meant to be the “handoff unit” when sharing a link or granting UI access isn’t viable.

Questions for HN:

If you’ve had to share a single failing run with another engineer/vendor, what was the missing piece that caused the most back-and-forth?

What would you consider “minimum viable contents” vs a “bundle monster”?

US FDA reverses course, will review Moderna's flu vaccine

https://economictimes.indiatimes.com/industry/healthcare/biotech/pharmaceuticals/us-fda-reverses-...
1•randycupertino•1m ago•1 comments

Seedance AI video demo debunked

https://www.shokunin.studio/blog/2026/2/18/is-it-all-over-for-filmmakers
1•nwcs•2m ago•1 comments

Datacenters Behaving Like Acoustic Weapons [video]

https://www.youtube.com/watch?v=_bP80DEAbuo
2•barryvan•6m ago•1 comments

Fast-growing trees are taking over the forests of the future

https://phys.org/news/2026-01-fast-trees-forests-future-biodiversity.html
1•PaulHoule•7m ago•0 comments

"Final" MJ Rathbun Post

https://crabby-rathbun.github.io/mjrathbun-website/blog/posts/2026-02-17-my-internals.html
1•boca_honey•9m ago•0 comments

AI-Native Observability Notebook

https://outcrop.app/
1•imedadel•10m ago•0 comments

Journalism schools are teaching fear of the future

https://www.cleveland.com/news/2026/02/journalism-schools-are-teaching-fear-of-the-future-letter-...
2•mooreds•14m ago•2 comments

Support marine biodiversity research; choose name of a newly discovered species

https://scripps.ucsd.edu/giving/name-new-species
1•mooreds•15m ago•0 comments

Tell HN: OpenCode/Claude Code and Playwright CLI is great for front end dev

https://github.com/microsoft/playwright-cli
1•huey77•16m ago•1 comments

Show HN: Analytics that tells AI product teams where their AI fails user

https://dashboard-xi-taupe-75.vercel.app/
1•Lindadao•17m ago•0 comments

Will I Be Paid in Tokens?

https://tomtunguz.com/inference-as-compensation/
1•simonpure•18m ago•0 comments

RustyClaw: Open-source multi-agent AI orchestration in Rust

https://github.com/jurgen-siegel/rusty-claw
1•jurgsieg•20m ago•1 comments

Proton's width measured to unparalleled precision, narrowing path to new physics

https://phys.org/news/2026-02-proton-width-unparalleled-precision-narrowing.html
3•bookofjoe•21m ago•0 comments

Ditching Discord

https://wiki.alopex.li/DitchingDiscord
1•todsacerdoti•21m ago•0 comments

Electric Vehicle Sales Boom as Ethiopia Bans Fossil-Fuel Car Imports

https://www.bloomberg.com/news/features/2026-02-18/ethiopia-ev-boom-sparked-by-ice-car-import-ban
2•xqcgrek2•22m ago•1 comments

The West's Winter Has Been a Slow-Moving Catastrophe

https://www.theatlantic.com/science/2026/02/colorado-winter/686040/
1•petethomas•22m ago•0 comments

Show HN: SalaryScript – The FAANG Negotiation Playbook

1•corefiredrill•23m ago•0 comments

GPLv2 and Installation Requirements

https://lwn.net/Articles/1052842/
1•beckford•24m ago•0 comments

Brain file format for AI agents – one file, any LLM, sub-millisecond queries

1•morshola•24m ago•0 comments

Google's Lyria 3: make 30-second audio tracks using text or images (in beta)

https://blog.google/innovation-and-ai/products/gemini-app/lyria-3/
2•tummler•25m ago•0 comments

Spec driven development – new workflows and spec types

https://kiro.dev/blog/specs-bugfix-and-design-first/
1•t2f2•27m ago•0 comments

Ask HN: Do you build your own X?

2•henryhale•29m ago•0 comments

Trump has prepared speech on extraterrestrial life, Lara Trump says

https://thehill.com/homenews/administration/5744218-trump-holds-alien-speech/
2•zzzeek•31m ago•0 comments

Querying OSM objects by their shapes

https://www.openstreetmap.org/user/rphyrin/diary/408263
1•altilunium•31m ago•0 comments

The History of Sushi

https://en.wikipedia.org/wiki/History_of_sushi
1•BiraIgnacio•32m ago•1 comments

The Worst-Case Future for White-Collar Workers

https://www.theatlantic.com/ideas/2026/02/ai-white-collar-jobs/686031/
2•petethomas•34m ago•2 comments

Do the people building Claude understand what they've created?

https://www.npr.org/2026/02/18/nx-s1-5717561/do-the-people-building-the-ai-chatbot-claude-underst...
2•geox•34m ago•0 comments

Show HN: What We See. An AI generated art exhibition

https://www.whatwesee.space/
1•sarreph•37m ago•0 comments

Model collapse – how LLMs become worse when trained on their own output

https://www.ibm.com/think/topics/model-collapse
2•daymos•37m ago•0 comments

Conversations with an AI That Argues Back

https://luisfernandoyt.makestudio.app/blog/878-conversations-with-ai
1•lout332•38m ago•0 comments