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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

I'm tired of there not being a middle ground, so I build things myself

https://byacommonthread.com/blog/i-will-build-it-myself
1•kaydub•1m ago•1 comments

A TypeScript prototype admission layer for agents

https://github.com/AI-gateway-systems/attestor
1•Oxlamarr•1m ago•0 comments

SafeRE: Building a production-quality regex library with agents

https://eaftan.github.io/safere-intro/
1•eaftan•5m ago•0 comments

Your brain was never designed for this much bad news

https://www.sciencedaily.com/releases/2026/06/260614012006.htm
3•colinprince•5m ago•0 comments

Diagram of Distribution Relationships

https://www.johndcook.com/blog/distribution_chart/
1•nextos•6m ago•0 comments

The New Software Lifecycle

https://addyosmani.com/blog/new-sdlc-vibe-coding/
1•saikatsg•8m ago•0 comments

Armstrong Effect

https://en.wikipedia.org/wiki/Armstrong_effect
1•userbinator•13m ago•0 comments

Greece unveils restored Parthenon facade unseen in full for 2 centuries

https://apnews.com/article/greece-acropolis-restoration-parthenon-tourism-da06640fcd747498613d31b...
3•gmays•15m ago•0 comments

Second Brain – A free, invisible AI interview copilot (Groq and Llama 3)

https://github.com/hi2brain/second-brain
2•hi2brain•20m ago•0 comments

Modeling Mersenne's Clavichord

https://masonm.org/posts/meresennes-clavichord/
1•anonydsfsfs•22m ago•0 comments

Ask HN: Is Claude Code with Fable 5 worth switching back from Codex?

3•vantareed•22m ago•1 comments

Palmier-Pro: macOS video editor built for AI

https://github.com/palmier-io/palmier-pro
5•vantareed•29m ago•1 comments

Secretive Wall Street Powerhouse Jane Street Seizes the AI Spotlight

https://www.wsj.com/tech/ai/jane-street-ai-wall-street-bdfcc81a
2•kjhughes•30m ago•0 comments

I guess I should have become a Plumber

https://www.robot-future.com/preview/6a3758e002c7a770662f8346
2•robot-future•35m ago•0 comments

Train LLM from Scratch

https://FareedKhan-dev.github.io/train-llm-from-scratch/
1•vinhnx•37m ago•0 comments

Build your project Zig-style

https://fnordig.de/2026/06/16/build-your-project-zig-style/
1•vinhnx•39m ago•0 comments

Rust Prevents Data Races, Not Race Conditions

https://corrode.dev/blog/rust-prevents-data-races-not-race-conditions/
2•vinhnx•41m ago•0 comments

Trump says multiple people arrested for allegedly vandalizing Reflecting Pool

https://www.cbsnews.com/news/trump-reflecting-pool-vandalism-arrest-washington-dc/
2•rolph•44m ago•0 comments

SOCKMAP - TCP splicing of the future

https://blog.cloudflare.com/sockmap-tcp-splicing-of-the-future/
1•zdw•59m ago•0 comments

Early life adversity leaves a lasting molecular imprint across the body

https://medicalxpress.com/news/2026-06-early-life-adversity-molecular-imprint.html
4•gmays•1h ago•0 comments

Show HN: Agent-historian – let your AI agent search its own past sessions

https://github.com/adlternative/agent-historian
1•adltereturn•1h ago•0 comments

Static universe with VSL. Redshift without expansion (open access)

https://pixeltheory.co.uk
1•jimfoweraker•1h ago•0 comments

Moving Machine Learning into the Analog Domain

https://sangota.substack.com/p/one-good-analog-transistor-is-worth
2•random__duck•1h ago•0 comments

I Moved from Arch to Boring Debian Testing

https://www.whileforloop.com/blog/2026/06/20/why-i-moved-from-arch-to-debian-testing/
2•wook__•1h ago•0 comments

Corpulence Index

https://en.wikipedia.org/wiki/Corpulence_index
2•aragonite•1h ago•0 comments

The largest open database of local laws in the US

https://arxiv.org/abs/2606.19334
1•rao-v•1h ago•1 comments

Some of Android's Most Interesting Games Aren't Just on the Play Store

https://gardinerbryant.com/some-of-androids-most-interesting-games/
1•thunderbong•1h ago•0 comments

I Hate Personal CRMs. I Might Need One

https://shikharsachdev.substack.com/p/i-hate-personal-crms-i-might-need
1•shsachdev•1h ago•0 comments

X402 stock APIs for agents, pay per API call

https://x402stock.xyz/
1•parth_nandaniya•1h ago•0 comments

Bevy 0.19

https://bevy.org/news/bevy-0-19/
3•embedding-shape•1h ago•0 comments