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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

The State of Radicle CI in 2026

https://blog.liw.fi/posts/2026/radicle-status-quo-01/
1•0x3o3•29s ago•0 comments

Show HN: PrepareYourself – Generate flashcards, quizzes, and summaries with AI

https://prepareyourself.app
1•alphatesterguy•1m ago•0 comments

Australia Passes New Hate Speech Law, Raising Free Speech Fears

https://reclaimthenet.org/australia-passes-new-hate-speech-law
1•uyzstvqs•1m ago•0 comments

I Don't Like Klipy

https://yhvr.me/blog/klipy/
1•SuperShibe•12m ago•0 comments

Show HN: The Marketplace for AI-Assisted Professionals

https://ugig.net
1•cranberryturkey•15m ago•0 comments

Any Name Generator

https://anynamegen.com
1•zidana•16m ago•0 comments

Can small microfactories make fast fashion economically viable at low MOQ?

2•virnesshuang•17m ago•0 comments

Show HN: Architect: A terminal for running multiple AI coding agents

https://github.com/forketyfork/architect
1•forketyfork•20m ago•1 comments

Parliament tells Dutch gov't to keep DigiD data out of American hands

https://nltimes.nl/2026/01/21/parliament-tells-dutch-govt-keep-digid-data-american-hands
3•TechTechTech•20m ago•0 comments

What If the Universe Is Inevitable? and Why I Spent Months Hating My Own Theory

https://pajuhaan.medium.com/what-if-the-universe-is-inevitable-and-why-i-spent-months-hating-my-o...
1•pajuhaan•21m ago•1 comments

CUDA Programming: From Zero to GPU Kernels – A Beginner's Guide

https://pythongiant.github.io/CUDA-From-Scratch/
1•pythongiant•21m ago•1 comments

The Most Important Teams in Tech

https://staysaasy.com/management/2026/01/15/the-most-important-teams-in-tech.html
1•thisismytest•21m ago•0 comments

Show HN: CyberCage – Control what data reaches AI tools without blocking them

https://cybercage.io/
1•cybercageio-dev•22m ago•2 comments

Everything Was Built by People No Smarter Than You", True?

2•danver0•23m ago•0 comments

Principled and Pragmatic: Canada's Path

https://www.pm.gc.ca/en/news/speeches/2026/01/20/principled-and-pragmatic-canadas-path-prime-mini...
2•TechTechTech•23m ago•0 comments

Show HN: Distilled 0.6B text-to-SQL model

https://github.com/distil-labs/distil-text2sql
3•maciejgryka•25m ago•0 comments

Wayland – Accessibility Input Protocol

https://gitlab.freedesktop.org/wayland/wayland-protocols/-/issues/149
1•shakna•25m ago•0 comments

EU inc: a new European company structure

https://ec.europa.eu/commission/presscorner/detail/da/speech_26_150
42•nhatcher•25m ago•13 comments

Convert your cool bear images into other cool bear images

https://github.com/JoshuaKasa/bearrb
1•JoshuaKasa•25m ago•1 comments

Blake

https://en.wikipedia.org/wiki/BLAKE_(hash_function)
1•tosh•27m ago•0 comments

MiKTeX – A Modern TeX Distribution

https://miktex.org/
1•smartmic•29m ago•0 comments

The Dobel Peace Prize Website

https://dobelpeaceprize.lovable.app/
2•LunarJungle•31m ago•0 comments

ChatGPT for CEOs, Founders and Executives

https://www.tryexecos.com/
1•vgmartinez•31m ago•0 comments

Implementation of a Sales Assistant Agent Using SerpApi Search and HubSpot

https://github.com/serpapi/sales-assistant-agent
1•jamescollinssp•33m ago•0 comments

Ask HN: I'm getting emails about trial accounts on sites I don't recognise

4•amihacked•33m ago•2 comments

Cowork AI

https://coworkai.app
2•bellamoon544•33m ago•1 comments

Show HN: Citizen Water Signal – A tool to make tap water issues visible (India)

https://www.citizensignal.site
1•eskimo87•34m ago•0 comments

Ask HN: Can someone make a CAS just checking last bit on x86/ARM please?

1•goofy_lemur•37m ago•1 comments

Peter Thiel's New Model Army

https://broligarchy.substack.com/p/peter-thiels-new-model-army
2•bryanrasmussen•38m ago•0 comments

EU–INC – One Europe. One Standard. – Pan-European Legal Entity

https://www.eu-inc.org/
3•tilt•38m ago•0 comments