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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Show HN: Zsh helpers for LLM Git diff review

https://github.com/benstroud/diffreview
1•ackdesha•2s ago•0 comments

UzAuto Motors (Formerly GM Uzbekistan)

https://en.wikipedia.org/wiki/UzAuto_Motors
1•WorldPeas•12m ago•0 comments

Dasalinization Plants as Military Targets

https://theconversation.com/persian-gulf-desalination-plants-could-become-military-targets-in-reg...
1•HR01•14m ago•0 comments

Bomb Drugs

https://medicinalseedkit.com/kit/#aff=hfc13x9e67
1•kanpoltrece•14m ago•0 comments

20yrs later short history of B2B sales enablement knowledge management BizSphere

https://salesenablement.wordpress.com/2026/03/06/20-years-later-the-history-of-bizsphere-a-sales-...
1•SalesEnablement•15m ago•0 comments

Show HN: I built an AI-assisted roadmap tool to prioritize SaaS features

https://buildvote.com/
1•itsthatuser•15m ago•0 comments

Full-Stack AI Agent Template

https://github.com/vstorm-co/full-stack-ai-agent-template
1•kacper-vstorm•16m ago•0 comments

A Grand Vision for Rust

https://blog.yoshuawuyts.com/a-grand-vision-for-rust/
2•p4ul•17m ago•0 comments

Josh Waitzkin’s Chessmaster Lectures

https://www.youtube.com/playlist?list=PL1TfIrAqsOzcNSHV00pmvNusNTqYagQfz
3•skogstokig•17m ago•0 comments

Show HN: Automated Testing for AI Agents

https://agents.zalor.ai/
3•rishavmitra•17m ago•3 comments

Netflix Acquires Ben Affleck-Founded AI Moviemaking Business

https://news.bloomberglaw.com/artificial-intelligence/netflix-acquires-ben-affleck-founded-ai-mov...
1•mgh2•19m ago•0 comments

Show HN: Aidevshield NPM audit for AI coding tool workflows

https://github.com/aidevshield/aidevshield
1•GrimLabs•21m ago•0 comments

Show HN: A deterministic ecosystem simulator for long-horizon AI agents

https://biomesyn.com/
1•yangkecoy•22m ago•0 comments

Show HN: ThreatAlert – anonymous community incident map, no sign-up required

https://threatalert.live
1•TheProfitKing•22m ago•0 comments

Top Tech News Sites and Innovation Updates – BTW Media

https://btw.media/
1•Btmviolet123•22m ago•0 comments

Show HN: Whiplash – macOS menu bar app to track concurrent CLI agent sessions

https://arv.in/whiplash/
2•adangit•25m ago•0 comments

Your binary is no longer safe: Conversion with LLMs

https://reorchestrate.com/posts/your-binary-is-no-longer-safe-conversion/
1•pabs3•26m ago•0 comments

Your binary is no longer safe: Decompilation with LLMs

https://reorchestrate.com/posts/your-binary-is-no-longer-safe-decompilation/
1•pabs3•26m ago•0 comments

Chardet dispute shows how AI will kill software licensing, argues Bruce Perens

https://www.theregister.com/2026/03/06/ai_kills_software_licensing/
8•cwisecarver•30m ago•0 comments

Congress Is Considering Abolishing Your Right to Be Anonymous Online

https://theintercept.com/2026/03/05/kosa-online-age-verification-free-speech-privacy/
5•bilsbie•33m ago•2 comments

SAS Viya at SAS Innovate: What's new in data and AI (2025) [video]

https://www.youtube.com/watch?v=O0pFqhZl3fg
1•teleforce•36m ago•0 comments

Show HN: Build Agents and Autonomous Workflows with connections to 1k apps

https://usplus.ai:443/
1•usplusAI•36m ago•1 comments

Ask HN: Is there any CLI or MCP tools for filing US taxes?

1•sharno•36m ago•0 comments

Show HN: Nuke Claude Desktop from Orbit

https://gist.github.com/kordless/39db28a3e9d233bf3e8a6547026fe4c8
1•kordlessagain•36m ago•0 comments

Show HN: Almost Entirely Vibe Coded 3D C++ OpenGL Engine

https://github.com/msuvakovic/VLoom/tree/main
2•Umomgg•38m ago•0 comments

Ask HN: How are you using multi-agent AI systems in your daily workflow?

1•paifamily•45m ago•0 comments

Show HN: Virtual Indoor Cycling App (Now with Shiny GTK4/Adwaita GUI)

1•richbl•48m ago•0 comments

LEDs/M vs. 60 LEDs/M: Solving Dotting and Voltage Drop

1•emmasuntech•48m ago•0 comments

JJHub

https://jjhub.tech/
2•handfuloflight•52m ago•0 comments

Electrobun and WGPU: Tiny, cross-platform games and ML with Bun

https://blackboard.sh/blog/wgpu-in-electrobun/
2•yoav•54m ago•1 comments