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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

A maintainability ratchet for AI-assisted Python

https://kayhan.dev/posts/014-letting-agents-write-code-without-ratcheting-up-risk/
1•keynha•3m ago•0 comments

Why Your Docker Container Is 1.2GB When It Should Be 80MB

https://sandeepbansod.medium.com/why-your-docker-container-is-1-2gb-when-it-should-be-80mb-7b443a...
1•thunderbong•8m ago•0 comments

Show HN: TapToyPia

https://memalign.github.io/m/taptoypia/index.html
1•memalign•9m ago•0 comments

Why AI Hardware Is a Chip Layer Problem

https://www.easelinktech.com/why-every-electronic-product-may-need-to-be-rebuilt-for-on-device-ai...
1•EnXu•10m ago•0 comments

Hershey is a textual vector font format

https://wiki.xxiivv.com/site/hershey.html
1•birdculture•10m ago•0 comments

All Lean Books and Where to Find Them

https://lakesare.brick.do/all-lean-books-and-where-to-find-them-x2nYwjM3AwBQ
1•atomicnature•13m ago•0 comments

Instantly understand why any stock is moving

https://whystockmove.com
1•crixusbaba•17m ago•0 comments

InboxFlow Agent – Check your email campaigns before sending

https://github.com/selimsevim/QA-testing-agent
1•selimsevim•19m ago•0 comments

Claude hack – Don't waste you token where it's not needed

https://github.com/justinjamesmathew/tokenmax-mcp
1•justin1006•23m ago•0 comments

Ask HN: I mapped 6,494 AI engines into a taxonomy – anyone else tried this?

1•Developer_H•23m ago•0 comments

1,700 new protein found in the "dark proteome" of previously overlooked DNA

https://pubmed.ncbi.nlm.nih.gov/42092140/
2•janandonly•25m ago•0 comments

Coding agents are giving everyone decision fatigue

https://stackoverflow.blog/2026/05/21/coding-agents-are-giving-everyone-decision-fatigue/
2•vinhnx•32m ago•0 comments

It's Time to Walk

https://www.inferterra.com/the-new-workspace-a-first-principles-exploration-of-dictation-agents-a...
1•vinhnx•32m ago•0 comments

Prof or Hobo?

https://www.proforhobo.com/
1•Paracompact•35m ago•0 comments

The Four Motivators (2016)

https://apenwarr.ca/log/20161213
2•downbad_•44m ago•0 comments

Sleep and Mortality: A Population-Based 22-Year Follow-Up Study (2007)

https://fermatslibrary.com/s/sleep-and-mortality-a-population-based-22-year-follow-up-study
2•downbad_•45m ago•1 comments

Local Root Privilege Escalation and Credential Disclosure in the Linux Kernel

https://blog.qualys.com/vulnerabilities-threat-research/2026/05/20/cve-2026-46333-local-root-priv...
1•signa11•47m ago•0 comments

China behind in LLM race but it can still win in AI, ex-Tencent AI lead says

https://www.scmp.com/tech/big-tech/article/3354394/china-losing-llm-race-it-can-still-win-ai-ex-t...
1•01-_-•47m ago•0 comments

Newsom signs order aimed at tackling AI job displacement

https://thehill.com/policy/technology/5889582-california-ai-job-losses/
1•01-_-•50m ago•0 comments

Ruby Arrays on Steroids (2014) [video]

https://www.youtube.com/watch?v=UX7xmhpUoi4
1•tosh•51m ago•0 comments

How AI is redefining Software Engineering

https://adlrocha.substack.com/p/adlrocha-how-ai-is-redefining-software
1•adlrocha•57m ago•0 comments

The Internet is rotting away (German)

https://netzpolitik.org/2026/breakpoint-das-internet-verrottet/
3•doener•57m ago•0 comments

Show HN:An LED display app that lights up concerts, events, and fan moments

https://play.google.com/store/apps/details?id=com.koko.board.glow&hl=en_US
1•k-Whale•1h ago•1 comments

uP

https://www.micropublication.org/
2•jruohonen•1h ago•1 comments

Hiro, AI job matching with real visa sponsorship data (550K jobs)

https://hirocareers.com
1•sharvenrane7•1h ago•0 comments

Wild Linker Update – 0.9.0

https://davidlattimore.github.io/posts/2026/05/24/wild-update-0.9.0.html
3•dabinat•1h ago•0 comments

WarpSpeed Just Beat Cursor

https://www.doubleai.com/research/warpspeed-approaches-speed-of-light-on-blackwell
2•ben_mussay•1h ago•0 comments

For developers without design skills, how do you leverage AI for front end dev?

1•boundless88•1h ago•0 comments

The anatomy of AI power in 2026

https://wayneresearch.com/research/anatomy-of-ai-power/
1•7moritz7•1h ago•0 comments

Solving the Technical Interview

https://functional.computer/blog/solving-the-technical-interview
1•adhi01•1h ago•0 comments