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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

Ask HN: How to get started in electronic music

1•A_Random_Nerd•3m ago•1 comments

DESI Completes Planned 3D Map of the Universe and Continues Exploring

https://noirlab.edu/public/news/noirlab2610/
1•mooreds•5m ago•0 comments

Optimization of Elevator Standby Scheduling Strategy in Smart Buildings

https://www.mdpi.com/2571-5577/8/5/132
2•swq115•9m ago•0 comments

Police shut down reboot of Crimenetwork marketplace, arrest admin

https://www.bleepingcomputer.com/news/security/police-shut-down-reboot-of-crimenetwork-marketplac...
3•billybuckwheat•9m ago•0 comments

How do the most prolific people produce so much? (2023)

https://www.commonreader.co.uk/p/how-do-the-most-prolific-people-produce
1•herbertl•10m ago•0 comments

METR can barely measure Claude Mythos – 50% task horizon now exceeds 16 hours

https://hugonomy.com/news.html
1•GlyphWeaver_a•11m ago•0 comments

A paid JSON Schema validation API using x402 micropayments

https://github.com/garyedgington/project_x402
1•garyedgington•13m ago•0 comments

Film Cue – a Sushi Go-style card game about making movies

https://filmcuegame.com/
1•tinch•20m ago•0 comments

Show HN: Open-source GEO auditor (no signup)

https://www.freeaiseoaudit.com/
2•ICodeSometimes•25m ago•0 comments

Show HN: Personal Trainer – Lift, share plans, and rank with friends

https://mobile-squad.com/#personal-trainer
3•erwanalliaume•26m ago•0 comments

The Morse Code Hack That Made an AI Agent Spend $200k [video]

https://www.youtube.com/watch?v=UQ4pSVS_mN0
1•CharlesW•27m ago•0 comments

AI vs. Open Source, Part 1: The Empty Grant

https://srikanth.sastry.name/ai-vs-open-source-the-empty-grant/
1•srikanthsastry•27m ago•0 comments

A faithful LLM-wiki implementation with Wikipedia-style web browsing

https://github.com/hzw1199/CyberMe-LLM-Wiki
1•hzw1199•28m ago•1 comments

What were scanners like in the 80s? – 1988 IBM PageScanner 3119 [video]

https://www.youtube.com/watch?v=IhMzwISbIAo
2•CharlesW•29m ago•1 comments

A throbbing heart at the thought of AI

1•ish099•32m ago•1 comments

Claude Platform on AWS

https://aws.amazon.com/claude-platform/
1•matrixhelix•32m ago•0 comments

Claude Platform on AWS

https://claude.com/blog/claude-platform-on-aws
3•matrixhelix•33m ago•0 comments

Show HN: Compare Similar Audio Tracks

https://w.merkoba.com/trackcheck/
1•madprops•34m ago•0 comments

How Rockstar fit an entire city into PlayStation 2 memory [video]

https://www.youtube.com/watch?v=cIbCxbrBCys
1•CharlesW•38m ago•0 comments

Scientists Gave 'Aggressive' Fish Psychedelic Drugs. A Breakthrough Came Next

https://www.404media.co/fish-psilocybin-magic-mushrooms-study-psychedelics/
1•gmays•41m ago•0 comments

Darkest Dungeon devs will "never, ever" use GenAI to replace narrator Wayne June

https://www.rockpapershotgun.com/his-voice-and-delivery-was-human-darkest-dungeon-developers-will...
1•latexr•42m ago•0 comments

The Silence That Meets the Rape of Palestinians

https://www.nytimes.com/2026/05/11/opinion/israel-palestinians-sexual-violence.html
10•lorecore•44m ago•3 comments

The new Shai-Hulud worm threatens to wipe your machine if you revoke its token

https://cybersecurityreach.org/investigations/ifyourevokethistokenitwillwipethecomputeroftheowner...
2•Leonardm•46m ago•0 comments

Extraordinary Ordinals

https://text.marvinborner.de/2026-04-09-17.html
3•marvinborner•55m ago•0 comments

Db-fortress – Scanner for the 4 vibe-coded auth bugs Wiz documents

1•omji-krypto•57m ago•0 comments

Can you help reconcile my first/second-hand LLM Experience with HN's Experience?

2•didigamma•1h ago•4 comments

Show HN: A browser-friendly mirror of the war.gov UFO/UAP Release 01 files

https://0.2.fastfilelink.com/x5CbXd5k
2•bear330•1h ago•4 comments

Open Questions – AGI

https://handsdiff.substack.com/p/open-questions-agi
1•rajeevn•1h ago•0 comments

Christophe Pettus: PHP Goes BSD

https://thebuild.com/blog/2026/04/30/php-goes-bsd/
4•PaulHoule•1h ago•0 comments

Months long delays for Firefox extension submission reviews

https://old.reddit.com/r/uBlockOrigin/comments/1taigxt/ublock_origin_ubo_171_announcement_thread_...
2•kholdstayr•1h ago•1 comments