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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

19IN: A Collaborative Database of Studio Equipment

https://19in.net
1•xoac•2m ago•0 comments

Open Source AI Infrastructure

1•38caveman•2m ago•0 comments

GitHub Actions is the weakest link

https://nesbitt.io/2026/04/28/github-actions-is-the-weakest-link.html
1•dochtman•2m ago•0 comments

Ubuntu's "AI Kill Switch" Is Achieved by Removing Snaps, Initially Opt-In

https://www.phoronix.com/news/Ubuntu-AI-Kill-Switch-Opt-In
1•lpcvoid•3m ago•1 comments

Jjjj – Jujutsu Jump Jobs

https://arch1t3cht.org/blog/jjjj/
1•arch1t3cht•3m ago•0 comments

Klippel Near Field Scanner on a Shoestring

https://www.diyaudio.com/community/threads/klippel-near-field-scanner-on-a-shoestring.318151/page...
1•MrBuddyCasino•3m ago•0 comments

Tracking China's mass surveillance capabilities via abandoned online dashboards

https://netaskari.substack.com/p/tracking-chinas-mass-surveillance
1•aslgbb•4m ago•0 comments

Microsoft VibeVoice: Open-Source Frontier Voice AI

https://github.com/microsoft/VibeVoice
1•tosh•4m ago•0 comments

I built a queryable, geospatially tiled map of 10M research papers

https://globalresearchspace.com/space#7.65/-16.827/42.731/-35.7/68
1•UrlAgentFoo•5m ago•1 comments

Show HN: I built AI character chat that remembers the way people do

https://www.wontopos.com/
1•wontopos•5m ago•0 comments

Miri – a plugin to make miracle-wm scrollable

https://github.com/miracle-wm-org/miri-plugin
1•matthewkosarek•6m ago•0 comments

Localsend: An open-source cross-platform alternative to AirDrop

https://github.com/localsend/localsend
1•bilsbie•6m ago•0 comments

We Are Bombarding America's Forests with Roundup – Mother Jones

https://www.motherjones.com/politics/2026/04/roundup-glyphosate-spraying-forests-monsanto-science...
1•bilsbie•7m ago•0 comments

A statement from members of the Toki Pona community

https://tokipona.net/wile-pona/
2•robinhouston•7m ago•0 comments

HardenedBSD Is Now Officially on Radicle

https://hardenedbsd.org/article/shawn-webb/2026-04-26/hardenedbsd-officially-radicle
1•birdculture•8m ago•0 comments

Show HN: LavinMQ, an open-source message broker written in Crystal

https://github.com/cloudamqp/lavinmq
5•CarlHoerberg•13m ago•1 comments

I tried and failed vibe coding a metroidvania so you (hopefully) won't have to

https://www.reddit.com/r/gamedev/s/JwbNaQqjXe
1•Michelangelo11•14m ago•0 comments

PureSearch

https://puresearch.rork.app
1•Theophollus•15m ago•0 comments

Timdle Music – Hear it, place it

https://www.timdle.com/music
1•maskinberg•16m ago•1 comments

Rapunzel: Tree style tabs for codex, Claude Code and Gemini

https://github.com/salmanjavaid/rapunzel/tree/main
1•WasimBhai•17m ago•1 comments

Is Irish Reunification Back?

https://mondediplo.com/2026/05/10northern-ireland
1•JumpCrisscross•17m ago•0 comments

The Inevitability of God? (2025)

https://samuelsmith.org/the-inevitability-of-god/
1•wslh•18m ago•0 comments

Brain motion is driven by mechanical coupling with the abdomen

https://www.nature.com/articles/s41593-026-02279-z
1•bookofjoe•19m ago•0 comments

Consumers lost $2.1B to social media scams in 2025, FTC reports

https://techcrunch.com/2026/04/27/consumers-lost-2-1-billion-to-social-media-scams-in-2025-ftc-re...
2•yakkomajuri•25m ago•0 comments

Companies are hoarding AI compute because of FOMO and sitting on most of it

https://www.businessinsider.com/companies-hoarding-unused-ai-compute-cast-ai-report-kubernetes-20...
1•berkeleyjunk•26m ago•0 comments

48-hour AI engineering challenge (cash prizes, job offers)

https://challenge.instantly.ai/
1•iandreileo•27m ago•0 comments

Starlink Reluctant to Operate in Taiwan

https://www.taipeitimes.com/News/taiwan/archives/2026/04/23/2003856096
5•keepamovin•29m ago•0 comments

Period tracking app has been yapping about your flow to Meta

https://femtechdesigndesk.substack.com/p/your-period-tracking-app-has-been
8•campuscodi•29m ago•1 comments

Sending stdin into a container using nothing but kernel primitives

https://blog.apario.net/sending-stdin-into-a-container
1•btdahl•29m ago•1 comments

The Countess and the Engine

https://drdavidwbell.substack.com/p/the-countess-and-the-engine
1•drdavidwbell•30m ago•0 comments