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Towards a Science of Scaling Agent Systems

https://arxiv.org/abs/2512.08296
1•handfuloflight•3m ago•0 comments

Show HN: Cursor For Data – Make LLMs and Agents have row-level intelligence

https://github.com/vitalops/datatune
1•abhijithneil•4m ago•0 comments

IAMF Binaural Web Demo

https://aomediacodec.github.io/iamf-tools/web_demo/
1•goodburb•11m ago•0 comments

AI is great for scientists, but perhaps not for science

https://www.programmablemutter.com/p/ai-is-great-for-scientists-perhaps
1•anigbrowl•14m ago•0 comments

Multi-Agent Coding Pipeline: Claude Code and Codex[Open Source]

https://github.com/Z-M-Huang/claude-codex
1•zh_code•17m ago•0 comments

Show HN: Your AI can't lie about what it did anymore – live demo

https://neurop-forge.onrender.com/demo/microsoft
1•LBWasserman•18m ago•2 comments

Show HN: BunKill – npkill alternative built with Bun.js

https://github.com/codingstark-dev/bunkill
1•codingstark•19m ago•1 comments

More Americans are living alone than ever before

https://sherwood.news/personal-finance/more-americans-are-living-alone-than-ever-before/
3•avonmach•22m ago•0 comments

BGP Network Browser

1•hivedc•23m ago•0 comments

Why college students can't do basic math [video]

https://www.youtube.com/watch?v=lFXFZs5Ha40
1•drivebyhooting•23m ago•1 comments

A Datomic entity browser for prod [video]

https://www.youtube.com/watch?v=dmucZkE5gd0
2•codemonkey-zeta•28m ago•0 comments

Ask HN: AI Music Covers in 2026?

2•sexy_seedbox•28m ago•3 comments

Build Cursor Tab in less than 300 lines of Lua

https://jda.bearblog.dev/build-cursor-tab-in-less-than-300-lines-of-lua/
1•jalford14•35m ago•0 comments

The Changing Face of Koreans

https://www.geekinheels.com/the-changing-face-of-koreans/
1•enceladus06•37m ago•0 comments

Show HN: Cron for Claude Code – quickly schedule repeating CC jobs

https://github.com/nsmith/claun
1•nsmith22•38m ago•0 comments

Student arrested for eating AI art in UAF gallery protest

https://www.uafsunstar.com/news/student-eats-ai-art-in-uaf-gallery-protest-arrested
3•tjwds•45m ago•0 comments

Uncensored General Intelligence (UGI) Leaderboard

https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard
6•spiritual•45m ago•0 comments

Ask HN: How do you realistically prepare for retirement while working in tech?

3•danver0•49m ago•5 comments

Nvidia allegedly slashes GPU supply 20% – no new GeForce gaming GPU until 2027

https://www.tomshardware.com/pc-components/gpus/gamers-face-another-crushing-blow-as-nvidia-alleg...
3•voxadam•49m ago•1 comments

Show HN: Lwt-to-Eio – Automated Migration from Lwt to OCaml 5 Direct Style

https://github.com/oug-t/lwt-to-eio
1•oug-t•52m ago•1 comments

Will the 'Scandinavian sleep method' help me sleep?

https://theconversation.com/will-the-scandinavian-sleep-method-really-help-me-sleep-270359
1•PaulHoule•1h ago•3 comments

Everything Becomes an Agent

https://allen.hutchison.org/2026/01/15/everything-becomes-an-agent/
1•gregorymichael•1h ago•0 comments

Show HN: Gambit, an open-source agent harness for building reliable AI agents

https://github.com/bolt-foundry/gambit
9•randall•1h ago•1 comments

My Gripes with Prolog

https://buttondown.com/hillelwayne/archive/my-gripes-with-prolog/
17•azhenley•1h ago•4 comments

WinBoat: Drive by Client RCE and Sandbox Escape

https://hack.do/posts/winboat-guest-service-host-rce/
2•mattaustin•1h ago•0 comments

Amazon Is Buying America's First New Copper Output in More Than a Decade

https://www.wsj.com/finance/commodities-futures/amazon-is-buying-americas-first-new-copper-output...
5•petethomas•1h ago•0 comments

I Mapped Over 300,000 Brands

https://ranchbrandsearch.com/brand/map
1•carshodev•1h ago•1 comments

YBOOK: First Million in Crypto

https://cryptobookz.com/i/your-first-million-in-crypto
1•zenull•1h ago•1 comments

Lex-Gql: GraphQL for AT Protocol

https://tangled.org/chadtmiller.com/lex-gql
1•danabramov•1h ago•0 comments

Bluetooth – Origin of the Name

https://www.bluetooth.com/about-us/bluetooth-origin/
2•rvnx•1h ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•8mo ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•8mo ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions