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•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

All you need is an Acre

https://twitter.com/theOpusLABS/status/2014756424836866425
1•opuslabs•2m ago•0 comments

Docs.surf

https://docs.surf/
1•danabramov•9m ago•0 comments

Korea Issues Strict New AI Rules, Outpacing the West

https://www.wsj.com/tech/ai/south-korea-issues-strict-new-ai-rules-outpacing-the-west-2af7d7eb
1•JumpCrisscross•11m ago•0 comments

Anti-vax sentiment pushes Moderna away from new late-stage infectious diseases

https://www.fiercebiotech.com/biotech/anti-vaccine-sentiment-pushes-moderna-away-new-late-stage-i...
1•dcgudeman•11m ago•0 comments

Use of PQC in SMTP STARTTLS

https://www.netmeister.org/blog/smtp-pqc.html
1•8organicbits•11m ago•0 comments

Face to Face with History's Most Dangerous Painter

https://www.nytimes.com/interactive/2026/01/22/arts/jacques-louis-david-painter-french-revolution...
1•DiscourseFan•12m ago•0 comments

Study shows how earthquake monitors can track space junk through sonic booms

https://apnews.com/article/space-junk-seismic-booms-dadb5f9499fa9b52200baada0fdf1f15
1•JumpCrisscross•16m ago•0 comments

Hollywood Try to Take Pirate Sites Down Globally Through Indian Court

https://torrentfreak.com/disney-netflix-crunchyroll-try-to-take-pirate-sites-down-globally-throug...
1•thisislife2•26m ago•0 comments

Open-source ad infra for LLMs (reverse-engineered from ChatGPT)

https://github.com/system32miro/ai-ads-engine
1•system32miro•28m ago•0 comments

Kauldron: Modular, scalable library to train ML models

https://github.com/google-research/kauldron
1•lairv•29m ago•0 comments

AdaL Web, the local Claude co-work

https://www.youtube.com/watch?v=smfVGCI08Yk
3•meame2010•30m ago•8 comments

Show HN: Agentic Browser Testing Videos in GitHub PRs

https://twitter.com/morphllm/status/2014454667007426752
1•bhaktatejas922•33m ago•0 comments

Five Ways People Are Using Claude Code

https://www.nytimes.com/2026/01/23/technology/claude-code.html
2•hecanjog•34m ago•0 comments

A UX Case Study: How Notion's Billing Flaw Creates Epistemic Injustice

https://twitter.com/JacobRoss117/status/2014852639151079704
2•DocSeraphMercer•34m ago•1 comments

Brex CFO Erica Dorfman's Take on the Capital One Deal

https://www.cfo.com/news/brex-cfo-erica-dorfman-capital-one-deal-acquisition/810415/
1•brandonb•34m ago•0 comments

Scientists solve 66M-year-old mystery of how Earth's greenhouse age ended

https://phys.org/news/2026-01-scientists-million-year-mystery-earth.html
1•bikenaga•36m ago•1 comments

CertiK eyes IPO at $2B valuation

https://www.theblock.co/post/386882/certik-ipo-2-billion-valuation-first-public-web3-cybersecurit...
1•SaaSasaurus•38m ago•0 comments

Smartwatches detect abnormal heart rhythms 4x more often in clinical trial

https://www.usnews.com/news/health-news/articles/2026-01-23/smartwatches-help-detect-hidden-dange...
1•brandonb•41m ago•1 comments

Show HN: Dwm.tmux – a dwm-inspired window manager for tmux

https://github.com/saysjonathan/dwm.tmux
2•saysjonathan•43m ago•0 comments

Show HN: I built a dumb website using AI – Bets by Mitch

https://blog.bymitch.com/posts/bets-by-mitch/
1•mitch292•43m ago•0 comments

OpenHands: AI-Driven Development

https://github.com/OpenHands/OpenHands
1•kristianpaul•44m ago•0 comments

Infinite Pancakes, Anyone?

https://www.nytimes.com/2026/01/20/science/infinite-pancake-math-puzzle.html
1•Hooke•44m ago•0 comments

SSH has no Host header

https://blog.exe.dev/ssh-host-header
3•birdculture•45m ago•0 comments

Show HN: Booklife-MCP – MCP server unifying Libby, Hardcover, and your TBR

https://github.com/andylbrummer/booklife-mcp
1•andybrummer•45m ago•0 comments

PBM profits obscured by mergers and accounting practices: white paper

https://schaeffer.usc.edu/research/pbm-profits-obscured-mergers-rebates-accounting/
2•hhs•46m ago•0 comments

Tech Debt Is Good

https://system32.ai/blogs/tech-debt-is-good
1•debarshri•47m ago•0 comments

Self-boosting code snuck into a voted repo. Democracy overruled the maintainer

https://blog.openchaos.dev/posts/week-3-the-trojan-horse
2•skridlevsky•49m ago•0 comments

Show HN: Shorter: A domain shortener tool, written in Rust

https://shorter.dev
1•aanesn•50m ago•0 comments

Oloid-shaped Mixer

https://old.reddit.com/r/Fusion360/comments/1334xqd/oloid_mixer_inspired_from_a_postquestion_on_t...
1•downboots•50m ago•0 comments

Minnesota activist releases arrest video after manipulated White House version

https://apnews.com/article/minnesota-activist-ice-protest-church-video-49faf3efd54e496388651aac13...
69•petethomas•52m ago•13 comments