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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Scientists found a protein that drives brain aging – and how to stop it

https://www.sciencedaily.com/releases/2026/04/260405065236.htm
1•mikhael•52s ago•0 comments

Anthropic Removed MagicDocs from Claude Code

https://translunar.io/blog/2026/04/05/magicdocs-removed/
1•translunar•8m ago•1 comments

Show HN: REST API for Gymnasium (fka OpenAI Gym) reinforcement learning library

https://github.com/cloudkj/gymnasium-http-api
1•cloudkj•9m ago•0 comments

Mark Andreessen: "AGI is here"

https://twitter.com/i/status/2040922415551959338
1•SergeAx•11m ago•0 comments

Can your AI rewrite your code in assembly?

https://lemire.me/blog/2026/04/05/can-your-ai-rewrite-your-code-in-assembly/
1•sysoleg•19m ago•0 comments

Wizards of Leroy (and Wrico) Lettering

https://kleinletters.com/Blog/wizards-of-leroy-and-wrico-lettering/
1•rgovostes•20m ago•0 comments

More teens are getting hooked on gambling, often going undetected

https://text.npr.org/nx-s1-5762276
2•1659447091•24m ago•0 comments

NativeRest – Native REST API Client

https://nativesoft.com/
1•KomoD•32m ago•0 comments

RSA WARNING

https://zenodo.org/records/19435034
2•sunbagger•33m ago•0 comments

NSA and IETF, Part 7

https://blog.cr.yp.to/20260405-votes.html
2•Tomte•33m ago•0 comments

The Extinction of the Junior Engineer

https://michaelnovati.substack.com/p/the-extinction-of-the-junior-engineer
1•michaelnovati•33m ago•1 comments

An Inside Look at OpenAI and Anthropic's Finances Ahead of Their IPOs

https://www.wsj.com/tech/ai/openai-anthropic-ipo-finances-04b3cfb9
3•1vuio0pswjnm7•33m ago•1 comments

Realtime monitor of count of animals slaughtered in the US this year

https://animalclock.org/
2•chirau•34m ago•1 comments

Bump Mesh: A vibe-coded, open-source tool for texturing 3D prints

https://www.youtube.com/watch?v=rTBkjR7JvzI
1•kmmbvnr_•37m ago•0 comments

Drop, formerly Massdrop, ends most collaborations and rebrands under Corsair

https://drop.com/
1•stevebmark•43m ago•0 comments

TSMC plans 12 fabs in Arizona as supply chain shifts from passive to active

https://www.digitimes.com/news/a20260402PD213/tsmc-arizona-fab-expansion-supply-chain-usa.html
2•alephnerd•48m ago•0 comments

Stop Pushing AI Generated Code to Git

https://blog.tombert.com/Posts/Technical/2026/04-April/Stop-Pushing-AI-Generated-Code-to-Git
4•tombert•52m ago•0 comments

Eight years of wanting, three months of building with AI

https://simonwillison.net/2026/Apr/5/building-with-ai/
1•doppp•58m ago•1 comments

The Reason VO₂ Max Declines with Age

https://www.gethealthspan.com/research/article/why-vo2-max-declines-with-age
12•dtawfik1•1h ago•0 comments

Hierarchical-Context-Compressor

https://github.com/reyavir/hierarchical-context-compressor
1•handfuloflight•1h ago•0 comments

Hacker News Rank – Chrome Web Store

https://chromewebstore.google.com/detail/hacker-news-rank/hidhfijjhnnajlkikijcnmpgamfjocdh
2•shanyat•1h ago•0 comments

GK4I: Guidance Key for Insights(Beta)

https://www.gk4i.com/
1•nashwar•1h ago•0 comments

Why do so many digital transformations fail?

https://www.sciencedirect.com/science/article/pii/S0148296324000328
1•teleforce•1h ago•1 comments

Show HN: HTML to Markdown with CSS selector & XPath annotations for LLM Scraper

https://github.com/lightfeed/scrapedown
2•andrew_zhong•1h ago•0 comments

Docracy: A Bureaucracy for Agentic Frameworks

https://github.com/torrinworx/docracy
2•torrinleonard•1h ago•0 comments

How are we isolating AI Guests on ARMv9-A RME?

https://github.com/Lex-Col/Guardian-Angel-Protocol
1•Alexand3rc•1h ago•0 comments

InfinityMock – AI-powered mock test generator for 110 global exams

https://infinitymock.com/
2•sauhard121•1h ago•0 comments

The story of one failed digital transformation

https://blogs.lse.ac.uk/businessreview/2026/03/18/the-story-of-one-failed-digital-transformation/
2•teleforce•1h ago•0 comments

AI dolls offer companionship to the elderly

https://www.ft.com/content/88911383-2a17-42e1-aef4-36daac1bd9dd
4•whoisstan•1h ago•0 comments

10 Years Ago, Trump Promised to Eliminate the National Debt. It Has Doubled

https://reason.com/2026/03/31/10-years-ago-today-trump-promised-to-eliminate-the-national-debt-in...
4•rawgabbit•1h ago•4 comments