frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•6mo ago

Comments

anuragdt•6mo 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•6mo 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•6mo 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

Medicare Negotiates 71% Discount on Novo's Ozempic, Wegovy

https://www.bloomberg.com/news/articles/2025-11-25/medicare-negotiates-71-discount-on-novo-s-ozem...
1•toomuchtodo•6m ago•1 comments

Acontext, Turn Your Agent's Task History into Reusable Skills (SOPs)

https://github.com/memodb-io/Acontext
1•jinqueeny•9m ago•0 comments

Show HN: Rsync Made It on Jpm

https://youtu.be/jJ3x_BlbL24
1•sunnykentz•9m ago•0 comments

Fei-Fei Li and Justin Johnson, World Labs: Spatial Intelligence and World Models [video]

https://www.youtube.com/watch?v=60iW8FZ7MJU
2•Tsarp•15m ago•0 comments

Crumb: A Cartoonist's Life

https://www.lrb.co.uk/the-paper/v47/n21/j.-hoberman/desperate-character
2•mitchbob•25m ago•1 comments

Space Truckin' – The Nostromo (2012)

https://alienseries.wordpress.com/2012/10/23/space-truckin-the-nostromo/
5•exvi•27m ago•1 comments

Polar Signals is 70% faster by switching from Parquet to Vortex

https://www.polarsignals.com/blog/posts/2025/11/25/interface-parquet-vortex
2•SchwKatze•28m ago•0 comments

TMLR Beyond PDF:Journal of Machine Learning Research Now Accept HTML Submissions

https://tmlr-beyond-pdf.org/about
1•lnyan•30m ago•0 comments

ClipEgg: We Confused Copying with Hoarding

2•DaaaaveATX•31m ago•2 comments

Lawsuit alleges social media giants buried research on teen mental health harms

https://www.cnn.com/2025/11/25/tech/social-media-youth-mental-health-lawsuit-meta-tiktok-snap-you...
3•anonymousiam•32m ago•1 comments

The final evolution of agentic memory

https://manthanguptaa.in/posts/towards_human_like_memory_for_ai_agents/
1•manthangupta109•33m ago•0 comments

Klarna to launch dollar-backed stablecoin as race in digital payments heats up

https://www.reuters.com/business/finance/klarna-launch-dollar-backed-stablecoin-race-digital-paym...
1•krrishd•35m ago•1 comments

Optimzing Our Jax LLM RL Pipeline

https://notes.kvfrans.com/7-misc/rl-infra.html
1•lnyan•37m ago•0 comments

The Nostromo Project (2011) [video]

https://www.youtube.com/watch?v=9NoCsZvYeEQ
2•exvi•37m ago•0 comments

80.1 % on LoCoMo Long-Term Memory Benchmark with a pure open-source RAG pipeline

2•ViktorKuz•41m ago•0 comments

Nostromo: A Legend Born and Born Again - Part 1 (2011)

https://web.archive.org/web/20110519073318/http://www.therpf.com/f45/prop-store-first-look-nostro...
2•exvi•43m ago•0 comments

<5KB demoscene intro by Claude

https://demo-blue-fog-5621.fly.dev/
2•MattPearce•45m ago•2 comments

A Math Horror Show at UC San Diego

https://www.wsj.com/opinion/a-math-horror-show-at-cal-at-san-diego-c91f2035
1•delichon•47m ago•0 comments

US triples national park fee for non-residents, amid 'new' fee for Americans

https://www.theguardian.com/us-news/2025/nov/25/national-park-fee-non-residents
2•c420•47m ago•1 comments

Client Registration and Enterprise Management in the Nov 2025 MCP Auth Spec

https://aaronparecki.com/2025/11/25/1/mcp-authorization-spec-update
1•gz5•48m ago•0 comments

Markets are getting more concerned about Oracle's AI data center debt

https://sherwood.news/markets/markets-are-getting-more-concerned-about-oracles-ai-data-center-debt/
1•zerosizedweasle•49m ago•0 comments

Plug it in and make it magic

https://doingsoftwarewrong.com/blog/plug-in-ai-magic/
1•ChunkyAu•51m ago•0 comments

Java Quirks: Bridge and Synthetic Methods for Reflection

https://www.ptidej.net/blog/bridge-methods-java/
3•yann-gael•54m ago•1 comments

CS QLola

https://news.ycombinator.com
2•bappaforjio•56m ago•0 comments

Lifetime Safety in Clang – 2025 US LLVM Developers' Meeting [video]

https://www.youtube.com/watch?v=3zWK7Lx96vI
1•matt_d•59m ago•0 comments

Joe Armstrong – The mess we are in

https://youtu.be/lKXe3HUG2l4?si=YEbsd9xOCH_yP_C2
2•lifeisstillgood•1h ago•0 comments

Ask HN: Hard and deep tech – why are Jira and Confluence the go-to PM tools?

2•dnlh_lvg•1h ago•2 comments

[COMEDY] Dr.Chainlove or: How I Learned to Stop Worrying and Love On-Chain Games

https://organizedplayer.substack.com/p/dr-chainlove-or-how-i-learned-to
1•0north•1h ago•0 comments

Prosecutor Used Flawed A.I. To Keep a Man in Jail, His Lawyers Say

https://www.nytimes.com/2025/11/25/us/prosecutor-artificial-intelligence-errors-lawyers-californi...
3•perihelions•1h ago•0 comments

BebboSSH: SSH2 implementation for Amiga systems (68000, GPLv3)

https://franke.ms/git/bebbo/bebbossh
2•snvzz•1h ago•0 comments