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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Unitree's Kung Fu Robot Demostration During the Chinese New Year Gala [video]

https://www.youtube.com/watch?v=R40IDdAkRZM
1•zaikunzhang•4m ago•0 comments

Show HN: I made an affiliate site that tracks sales with coupons, not cookies

https://refwaffle.com
1•jakemanger•4m ago•0 comments

Defensive Publication: A $0 Alternative to Patents for Bootstrapped SaaS

1•patentailab•8m ago•1 comments

Programming is no longer the main skill of SWE

https://edwardbx.com/articles/programming-skill/
1•crassus_ed•11m ago•0 comments

Share your core values with Claude Codd every time

https://github.com/albertnahas/claude-core-values
1•albertnahas•18m ago•1 comments

HN is an echo chamber of AI wrappers. Moving to Slashdot

3•mekod•25m ago•2 comments

AI is destroying open source, and it's not even good yet

https://www.youtube.com/watch?v=bZJ7A1QoUEI
1•liberostelios•26m ago•0 comments

Show HN: Toice – Local voice typing for Linux using Whisper

https://github.com/harshsharma2455/Toice
1•zherotz•28m ago•0 comments

Show HN: Game Engine in Julia with 400KB Exports (Vs Unity's 200MB)

https://github.com/sinisterMage/Open-Reality
3•MrNova•30m ago•2 comments

A passionate defense of the M Pro series of chips

https://birchtree.me/blog/a-passionate-defense-of-the-m-pro-series-of-chips/
3•ingve•31m ago•0 comments

Why AI writing is so generic, boring, and dangerous: Semantic ablation

https://www.theregister.com/2026/02/16/semantic_ablation_ai_writing/
2•KnuthIsGod•32m ago•0 comments

Site Runs on 30GB of RAM

https://nebezb.com/30gb-ram/
2•nebezb•35m ago•0 comments

Password managers less secure than promised

https://ethz.ch/en/news-and-events/eth-news/news/2026/02/password-managers-less-secure-than-promi...
1•sschueller•37m ago•0 comments

Prototyping UIs has always been a good fit for vibe coding

https://twitter.com/geoffreylitt/status/2023589705246200289
1•tosh•37m ago•0 comments

Apax pulls out of Pinewood Technologies takeover after AI scare

https://www.thetimes.com/business/companies-markets/article/apax-pinewood-technologies-bid-ai-fqq...
1•petethomas•38m ago•0 comments

Rust-CAS

https://github.com/ibkvictor/Rust-CAS
1•ibk_victor•40m ago•0 comments

Product Lock – A JSON spec that defines what your AI-built product is and isn't

https://github.com/nickjazz/product-lock
1•nickjazz1998•40m ago•0 comments

Bacterial strain from 5k-year-old cave ice has resistance against antibiotics

https://phys.org/news/2026-02-bacterial-strain-year-cave-ice.html
2•janandonly•41m ago•1 comments

Show HN: Free SEO Crawler and Analyze App

https://seodisias.com
1•aligundogdu•42m ago•0 comments

Show HN: Decision OS – A framework to evaluate job offer risk (not just salary)

1•cosmok•42m ago•1 comments

An AI Called Winter: Neurosymbolic Computation or Illusion? – Dustycloud Brain

https://dustycloud.org/blog/an-ai-called-winter-neurosymbolic-computation-or-illusion/
1•todsacerdoti•43m ago•0 comments

How to Review an AUR Package

https://bertptrs.nl/2026/01/30/how-to-review-an-aur-package.html
1•exploraz•44m ago•0 comments

AI writing just isn't good enough – if you're using it everyone can tell

https://www.theglobeandmail.com/opinion/article-ai-writing-just-isnt-good-enough-and-if-youre-usi...
3•petethomas•48m ago•0 comments

We Launched De-PayM a Stablecoin payment and P2P earning system

https://depaymprotocol.com/
1•brianwan04•49m ago•1 comments

What Belongs in Claude.md

https://www.racecondition.software/blog/claude-md-size/
2•ingve•53m ago•0 comments

Show HN: Windows 98 web desktop with a functional remote browser (no CORS)

https://win9-5.com/demo?hn_ref=2
2•keepamovin•54m ago•2 comments

Revlo – AI-powered design review for KiCad schematics

https://github.com/rebels-software/revlo-cli
2•bartdarebel•57m ago•1 comments

Are Anthropic's new AI work tools game-changing for professionals?

https://www.ft.com/content/92dfd571-8d34-42f1-8be8-dce126998e37
1•petethomas•1h ago•0 comments

Automated exploration of execution paths in LLM-backed applications

https://asari.ai/blog/enabling-intelligent-search-for-ai-agents
1•kristjansson•1h ago•0 comments

Paul Morphy

https://en.wikipedia.org/wiki/Paul_Morphy
2•nomilk•1h ago•0 comments