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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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

Anatomy of a Learning Stall – How LLM Hallucinations Become Human Hallucinations

https://tagide.com/blog/llm/the-anatomy-of-a-learning-stall/
1•potbelly•4m ago•0 comments

I Built a Dashboard for Every 2026 World Cup Squad

https://emot.substack.com/p/what-i-learned-analyzing-1248-world
1•emot•6m ago•0 comments

From Jupyter Notebook to production: How to ship AI systems that work

https://thenewstack.io/notebook-to-production-ai/
1•Brajeshwar•8m ago•0 comments

AI and the Desire to Destroy the Rival

https://minervaatdusk.substack.com/p/ai-and-the-desire-to-destroy-the
1•minervaatdusk•9m ago•0 comments

Thinking and Explaining Mathematics (2010)

https://mathoverflow.net/questions/38639/thinking-and-explaining
2•vismit2000•13m ago•0 comments

Marketing Clerks

https://seths.blog/2026/06/marketing-clerks/
2•herbertl•16m ago•0 comments

Scott Pelley on the Bari Weiss Era and His Last Days at '60 Minutes'

https://www.nytimes.com/2026/06/07/magazine/scott-pelley-interview.html
2•ohjeez•17m ago•0 comments

Show HN: A parser for the ISO 10303 EXPRESS language for its 40th anniversary

https://github.com/rochus-keller/EXPRESS
2•Rochus•20m ago•0 comments

Shwo HN: Roadbar – Gantt-style Jira deadline tracker

https://roadbar.net
2•roadbar•23m ago•0 comments

Gdf: Git Diff Merge

https://github.com/mbarlow/gdf
2•moo-jason•23m ago•1 comments

We moved our growth analytics back into Tinybird

https://www.tinybird.co/blog/why-we-moved-our-growth-analytics-back-into-tinybird
2•adastral•24m ago•0 comments

Show HN: Achu.app – turns raw captures into polished visual, with AI Issue Agent

https://www.achu.app/
2•qainsights•24m ago•0 comments

Trump doesn't rule out giving Jan. 6 rioters who attacked police payouts

https://www.nbcnews.com/politics/donald-trump/trump-jan-6-rioters-attacked-police-payouts-anti-we...
4•tcp_handshaker•29m ago•0 comments

Git: The Fabric of Software

https://ocodista.com/en/posts/git-the-fabric-of-software/
5•codista•29m ago•0 comments

Vitamin D3 During Pregnancy and Cognitive Performance at 10 Years

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2849122
5•supermatou•29m ago•0 comments

Our first customers were the exception

https://www.apurvamehta.com/blog/our-first-customers-were-the-exception
2•apurvamehta•30m ago•0 comments

Show HN: YouTube Roulette – one button, a random video

https://channelsurfer.tv/tools/random-youtube/
2•kilroy123•30m ago•0 comments

AI Native DevCon, London, June 2026 [YouTube Playlist]

https://www.youtube.com/playlist?list=PLISstAySqk7KtlYPFps1ZnK9xNIMSVkDD
2•doctaj•30m ago•0 comments

Giving AI SSH Access

https://yeri.be/giving-ai-ssh-access/
4•yakkomajuri•33m ago•0 comments

Is This Art?

https://www.totalnoise.ai/blog/is-this-art/
4•hasmatt•33m ago•2 comments

Kids Still Ride Horses to This One-Room Wyoming Schoolhouse

https://cowboystatedaily.com/2026/06/06/kids-still-ride-horses-to-this-one-room-wyoming-schoolhou...
2•Bender•33m ago•0 comments

Two Years of Enhanced Weathering in Tropical Cacao Agri-Ecosystems

https://meetingorganizer.copernicus.org/EGU26/EGU26-19336.html
2•PaulHoule•34m ago•0 comments

Brit maritime agency heralds fresh global rules for crewless cargo ships

https://www.theregister.com/offbeat/2026/06/07/brit-maritime-agency-heralds-fresh-global-rules-fo...
3•Bender•36m ago•0 comments

School shooting survivor sues AI gun detection firm failed to spot weapon

https://arstechnica.com/tech-policy/2026/06/school-shooting-survivor-sues-ai-gun-detection-firm-a...
2•Bender•36m ago•0 comments

Electric TaxiBot starts operating at Schiphol

https://www.schiphol.nl/en/sustainability/blog/electric-taxibot-starts-operating-at-schiphol/
3•geox•40m ago•0 comments

Petals Around the Rose

https://www.oranlooney.com/demos/rose-petals/
3•olooney•42m ago•0 comments

The language debate is back

https://antejavor.github.io/blog/2026/infra-static-languages/
2•taubek•42m ago•0 comments

A simple (and free) way to delete all your discord messages in a server or DM

https://github.com/Bsodoge/DiscordMessagePurger
2•bsodoge•50m ago•0 comments

The OnlyFans Economy of American AI

https://leoveanu.com/2026-06-06-qwen3.7max/
62•futurisold•50m ago•45 comments

TvOS 27 is Apple's chance to fix Apple TV gaming

https://9to5mac.com/2026/06/06/tvos-27-could-be-apples-gaming-renaissance-for-apple-tv/
2•01-_-•52m ago•0 comments