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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

Inverse Rubric Optimization: A testbed for agent science

https://fulcrum.inc/2026/06/09/inverse-rubric-optimization.html
1•etherio•2m ago•0 comments

GM is betting on battery cells that don't use lithium

https://electrek.co/2026/06/10/gm-sodium-ion-battery-peak-energy/
1•Bender•2m ago•0 comments

Replit shows how vibe coding is getting its own financial stack

https://thenewstack.io/replit-shopify-storefront-integration/
1•AnhTho_FR•4m ago•0 comments

Google preferred sources is live

https://www.google.com/preferences/source?q=https://mainstreetwealth.ai&pli=1
4•novateg•7m ago•0 comments

Covered Models (Claude.com)

https://support.claude.com/en/articles/15425695-covered-models
2•wglb•14m ago•1 comments

Attention is all you need: Rohan Kumar on using social media for fun and profit

https://sfalexandria.com/posts/rohans-attention/
1•wahnfrieden•16m ago•0 comments

The End of the Coder?

https://cacm.acm.org/news/the-end-of-the-coder/
3•pseudolus•18m ago•1 comments

Are insecure code completions in PyCharm a vulnerability?

https://sethmlarson.dev/are-insecure-code-completions-a-vulnerability
1•12_throw_away•19m ago•0 comments

Fruit Machine (Homosexuality Test)

https://en.wikipedia.org/wiki/Fruit_machine_(homosexuality_test)
1•thunderbong•23m ago•0 comments

Anthropic's Fable Jailbreak (Circumvent safety nets)

https://github.com/0xSufi/fable-jailbreak/
2•binyu•24m ago•0 comments

How AI Agents Reshape Knowledge Work

https://research.perplexity.ai/articles/how-ai-agents-reshape-knowledge-work
1•gmays•30m ago•0 comments

Ask HN: Releasing code under AGPLv3, but want to block LLM reconstruction?

3•zionsati•31m ago•0 comments

Become a Happier Person

https://www.psychologytoday.com/gb/blog/self-made/202606/become-a-happier-person
2•geoffbp•32m ago•0 comments

Show HN: Headroom – Claude Code usage limits, live in the macOS menu bar

https://headroom.walls.sh/
1•patwalls•37m ago•0 comments

Pynder – crowdsourcing and tracking scam call data

https://pynder.net/
1•schwwaaa•39m ago•1 comments

Show HN: Built a public demo to explore SpaceX's IPO filing using multimodal RAG

https://www.calypso.so/demos/spacex-ipo-filing
3•gabamnml•39m ago•1 comments

I Built a Hazel Alternative for Mac with AI Rule Generation

https://medium.com/@jamal_davis/i-built-a-hazel-alternative-for-mac-with-ai-rule-generation-heres...
1•Gotoorbitapp•41m ago•0 comments

Auto-geo – open-source CLI for GEO that helps get your brand mentioned by LLMs

https://github.com/shadowresearch/auto-geo
1•jessen-gibbs•46m ago•1 comments

The Parable of the Talents

https://slatestarcodex.com/2015/01/31/the-parable-of-the-talents/
1•shadow28•49m ago•0 comments

Manus registered my domain in their own name and won't release it

1•AeonCa•49m ago•1 comments

Co-Existence and the End of Co-Intelligence

https://www.oneusefulthing.org/p/co-existence-and-the-end-of-co-intelligence
1•paulpauper•50m ago•0 comments

The Labor Share Fell. So What?

https://marginalrevolution.com/marginalrevolution/2026/06/the-labor-share-fell-so-what.html
1•paulpauper•50m ago•0 comments

I've Solved Content Discovery Conditions May Apply

https://philosophybear.substack.com/p/ive-solved-content-discovery-conditions
1•paulpauper•51m ago•0 comments

Windows 11 sucks slightly less due to June update

https://www.engadget.com/2191909/windows-11-sucks-slightly-less-now-thanks-to-a-june-update/
8•NordStreamYacht•57m ago•0 comments

China-linked operatives used ChatGPT to influence data centers debate

https://www.axios.com/2026/06/10/openai-china-ai-data-center-tariffs-chatgpt
4•alephnerd•58m ago•1 comments

The Social Reckoning (official teaser trailer) [video]

https://www.youtube.com/watch?v=gM4LkaXwGuY
1•Fricken•1h ago•0 comments

WebODM: The Missing Guide

https://webodmbook.com
1•pierotofy•1h ago•0 comments

Plants Could Be Used to Grow Medicines in Space

https://today.ucsd.edu/story/plants-could-be-used-to-grow-medicines-in-space-study-shows
1•gmays•1h ago•0 comments

Starlink: The Constellation, Live

https://sheets.works/data-viz/starlink
1•jonbaer•1h ago•0 comments

Ask HN: Someone started a company same name, same city, industry

1•bxclltkfz•1h ago•0 comments