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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

Our CI Doesn't Do Weekends

https://kaeruct.github.io/posts/2026/01/24/our-ci-doesnt-do-weekends/
1•kaeruct•1m ago•0 comments

First chatbot creator dedicated his life to publicizing the threat posed by A.I

https://www.smithsonianmag.com/history/why-the-computer-scientist-behind-the-worlds-first-chatbot...
1•1659447091•14m ago•0 comments

LED lighting undermines visual performance unless supplemented like daylight

https://www.nature.com/articles/s41598-026-35389-6
1•bilsbie•18m ago•0 comments

FOSS "Just Fork It" Delusion

https://hamishcampbell.com/foss-just-fork-it-delusion/
6•mimasama•19m ago•3 comments

We posted a job. Then came the AI slop, impersonator and recruiter scam

https://themarkup.org/hello-world/2026/01/24/fake-candidates-recruiter-scams-ai-slop
1•TangerineDream•20m ago•0 comments

Show HN: A free, no-login random decision toolkit (roulette, teams, order, dice)

https://roulette-tool.online
1•hejinhui•22m ago•2 comments

Resume Heat Map – See where recruiters look

https://resumeheatmap.com/
1•sacram•23m ago•0 comments

AI coding is having its NFT moment

https://moio.medium.com/ai-coding-is-having-an-nft-moment-17c3dd855405
1•mobitar•24m ago•0 comments

Health trackers know you didn't sleep well. Does that help or hurt?

https://www.bloomberg.com/news/articles/2026-01-09/how-oura-rings-and-apple-watches-affect-our-me...
2•brandonb•25m ago•1 comments

Prompter Hawk: mission control for AI coding agents

https://prompterhawk.dev/
1•Lwrless•32m ago•1 comments

Show HN: Kaval – WhatsApp agent that checks if content is real or fake

https://www.kaval.chat/
1•Anuranjan_Vikas•35m ago•0 comments

XHTML Club

https://xhtml.club/
6•bradley_taunt•36m ago•1 comments

Digital liberation: EU Parliament calls for detachment from US tech giants

https://www.heise.de/en/news/Digital-liberation-EU-Parliament-calls-for-detachment-from-US-tech-g...
3•doener•38m ago•0 comments

Against Markdown

https://aartaka.me/markdown.html
4•naves•39m ago•0 comments

Curl Gets Rid of Its Bug Bounty Program over AI Slop Overrun

https://itsfoss.com/news/curl-closes-bug-bounty-program/
1•birdculture•40m ago•0 comments

You Don't Own Your Intelligence. That's About to Cost You Everything

https://twitter.com/RileyRalmuto/status/2014888666670244089
1•bilsbie•42m ago•0 comments

Ask HN: ICE Raided My Friend's Home by Mistake, Traumatized His Family

10•MITfather•42m ago•6 comments

Logs from my self improving, dreaming AI substrate (OS), w persistent memory

https://pastebin.com/WJQsKua7
1•promptfluid•43m ago•2 comments

NHS cancer gene database to identify patients at risk

https://www.bbc.co.uk/news/articles/c62v7l4v7gro
1•ode•44m ago•0 comments

I created an AI text humanizer with database of AI words

https://kitful.ai/write-tools/ai-text-humanizer
1•eashish93•46m ago•0 comments

The AI-Powered Web Is Eating Itself

https://www.noemamag.com/the-ai-powered-web-is-eating-itself/
1•giuliomagnifico•47m ago•0 comments

We Have No Idea How to Code. So We Got Claude to Code This Article for Us.

https://www.wsj.com/tech/ai/anthropic-claude-vibe-coding-experiment-a4a3bb0f
1•bookofjoe•47m ago•1 comments

Browser-based GLB model explorer for batch 3D asset review

https://glb.arysociety.com/
1•fantasim•48m ago•2 comments

Claude Code VJ

https://twitter.com/mishushakov/status/2015044821635789050
1•ushakov•48m ago•0 comments

MS confirms it will give the FBI your Windows PC data encryption key if asked

https://www.windowscentral.com/microsoft/windows-11/microsoft-bitlocker-encryption-keys-give-fbi-...
3•blacktulip•49m ago•0 comments

The Cognitive Cost of Glass: Why I switched back to paper for active recall.

https://turbulencegains.com/ipad-vs-paper-study-guide/
2•jerr12939•50m ago•0 comments

Episode II: Revenge of the Fish

https://nobreakthroughs.substack.com/p/episode-ii-revenge-of-the-fish
1•jruohonen•56m ago•0 comments

FlutterJS – Run Flutter code, get semantic HTML output

2•flutterjs•59m ago•0 comments

You can't pay me to prompt

https://dbushell.com/2025/06/18/ai-policy/
31•shinryuu•1h ago•28 comments

A Step Behind the Bleeding Edge: A Philosophy on AI in Dev

https://somehowmanage.com/2026/01/22/a-step-behind-the-bleeding-edge-monarchs-philosophy-on-ai-in...
1•Ozzie_osman•1h ago•0 comments