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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

GitHub Copilot App

https://github.blog/news-insights/product-news/github-copilot-app-the-agent-native-desktop-experi...
1•soheilpro•1m ago•0 comments

My Students Can't Read

https://www.chronicle.com/article/my-students-cant-read
2•computerliker•3m ago•0 comments

This Month in Ladybird – May 2026

https://ladybird.org/newsletter/2026-05-31/
1•bactobene•5m ago•0 comments

The Google Engineer Accused of Risking It All with an Insider Polymarket Bet

https://www.wsj.com/tech/google-engineer-polymarket-bet-4d27b6b7
1•1vuio0pswjnm7•6m ago•0 comments

Prototype theories deserve different evaluation criteria than finished ones

https://zenodo.org/records/20433733
2•ErystelaThevale•6m ago•0 comments

YouTube Auto speed for premium members [video]

https://www.youtube.com/shorts/P2cdhi1aSac
1•hentrep•10m ago•0 comments

1 in 5 U.S. Adolescents and Young Adults Use AI Chatbots for Mental Health

https://www.rand.org/news/press/2026/06/nearly-1-in-5-us-adolescents-and-young-adults-use-ai.html
2•mgh2•10m ago•0 comments

Winners of the 2026 Apple Design Awards

https://www.apple.com/newsroom/2026/06/apple-reveals-winners-of-the-2026-apple-design-awards/
1•soheilpro•10m ago•0 comments

More than 6 out of 10 people turn to AI for psychological support

https://www.axa.com/en/press/press-releases/2026-mind-health-report
2•mgh2•11m ago•0 comments

Why Does OpenAI Pretend to Be a Nonprofit?

https://www.wsj.com/opinion/why-does-openai-pretend-to-be-a-nonprofit-ca83ed83
2•1vuio0pswjnm7•13m ago•0 comments

2× – nine months later: We did it

https://ideas.fin.ai/p/2x-nine-months-later
1•mooreds•13m ago•0 comments

Why Fossil DVCS is so awesome for the lone developer; A podcast

1•techman001•16m ago•0 comments

AI Outperforms Law Professors in Stanford Law Study

https://law.stanford.edu/press/ai-outperforms-law-professors-in-stanford-law-study/
2•berlianta•23m ago•0 comments

Bernie Sanders: The American AI Sovereign Wealth Fund Act [video]

https://www.youtube.com/watch?v=VN4b4UCWMKI
3•Avicebron•23m ago•0 comments

Exploding immune cells splatter potent toxins everywhere

https://www.nature.com/articles/d41586-026-01766-4
3•berlianta•25m ago•0 comments

Release of MonVisoer 0.1.0

https://github.com/linuxrebel/MonVisor
1•linuxrebe1•37m ago•0 comments

Companies to pay over $4M after gender reveal ignited deadly SoCal wildfire

https://ktla.com/news/inland-empire/settlement-gender-reveal-ignites-deadly-el-dorado-fire-califo...
3•Bender•38m ago•1 comments

LLMs are not the black box you were promised

https://www.jay.ai/blog/llms-are-not-a-black-box
2•_jayhack_•39m ago•0 comments

Second rabid bat found in crowded California neighborhoods sparks concern

https://www.dailymail.com/health/article-15865653/rabid-bat-san-francisco-rabies-exposure.html
2•Bender•39m ago•1 comments

Soon 80k-pound self-driving trucks could deliver packages to your door

https://www.dailymail.com/yourmoney/article-15868457/self-driving-trucks-fedex-aurora-texas.html
2•Bender•40m ago•0 comments

Will AI lead to the death of the internet? – DW Documentary [video]

https://www.youtube.com/watch?v=8qVbE9DHkEk
1•doener•48m ago•0 comments

The game from childhood is now multiplayer

https://tankolini-napierdolki.com/
2•symstu•49m ago•0 comments

Do Not Resign from Life

https://theconvivialsociety.substack.com/p/do-not-resign-from-life
3•longdefeat•50m ago•0 comments

Project Brain – Persistent memory index for AI coding

https://github.com/OoneBreath/claude-code-project-brain
1•Slav_fixflex•53m ago•0 comments

databow: a Rust CLI to query any database with an ADBC driver

https://columnar.tech/blog/introducing-databow//
2•hckshr•55m ago•0 comments

Pluto.jl 1.0 release – reactive notebook for Julia

https://discourse.julialang.org/t/pluto-1-0-release/137296
2•fons-p•57m ago•0 comments

The Mathematics of Multi-Tenancy

https://www.bitsxpages.com/p/the-mathematics-of-multi-tenancy
1•birdculture•1h ago•0 comments

Normetrics: A unified API for norm-based linear models (white paper)

https://github.com/PPenelle/-NORMETRICS-
1•ppenelle•1h ago•0 comments

Why China got rich and India didn't

https://davidoks.blog/p/why-china-got-rich-and-india-didnt
15•rochansinha•1h ago•9 comments

Audio software to increase focus (EEG)

https://www.hosaka.fi/
2•cslr•1h ago•1 comments