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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

Deleting 19k Lines of Dead Compiler Code Without Trusting the LLM

https://thecloudlet.github.io/technical/refactor-with-ai/part-1-deletion/
3•ibobev•3m ago•0 comments

Anthropic loses $80B in six months

https://www.telegraph.co.uk/business/2026/10/20/anthropic-loses-80bn-six-months/
2•m4tthumphrey•5m ago•1 comments

Data-breach NHS worker told woman she had cancer

https://www.bbc.co.uk/news/articles/cjn5vq6n7r54o
1•Lio•5m ago•0 comments

Show HN: A self-hosted flight and ship tracker you can rewind

https://github.com/AndrewCTF/velocity
1•AndrewCTF•6m ago•0 comments

World headed for warming of 2.8C as fossil fuel emissions keep rising, UN warns

https://www.ft.com/content/76bf9a5f-a1f9-4b59-9473-35fe18a7a008
1•layer8•6m ago•0 comments

Local Recall – 100% private, offline open-source Windows Recall alternative

https://github.com/goodmir100/local-recall
2•m1r0t•6m ago•0 comments

Show HN: Timeminator – Self-hosted open-source time tracker (PHP, Docker)

https://github.com/freshNfunky/Timeminator-Community
2•freshNfunky•6m ago•0 comments

Programmer, modafinil, AI and psychosis – my book and its story

https://whitewhisperbook.com/story
2•bialybrzeg•7m ago•0 comments

Nature Is the Final Verifier

https://eigenpaul.com/blog/nature-is-the-final-verifier
4•tevatron•7m ago•0 comments

Growing Trees

https://brashandplucky.com/2026/10/15/growing-trees.html
4•ibobev•7m ago•0 comments

Creative Computing launched October 1974

https://dfarq.homeip.net/creative-computing-launched-october-1974/
1•ibobev•8m ago•0 comments

Zyzz: Type-Safe Styling for Web and React Native

https://zyzz.style/
1•bpierre•8m ago•0 comments

Show HN: Overdrive – the free Doppler Music Player on steroids

https://github.com/skhaz/overdrive
2•mococa•10m ago•0 comments

KugelAudio (YC P26) – Voice models that don't get stuck in spelling loops

https://www.kugelaudio.com/en/kugel-ear-1
1•kajokr•11m ago•1 comments

The phpocalypse is the second biggest story today

https://chaosguru.substack.com/p/the-phpocalypse-is-the-second-biggest
1•taubek•14m ago•0 comments

Age of Riot

https://age-of-riot.pages.dev/
1•pjerem•15m ago•0 comments

For an affordable climate win, look to the sky

https://www.gatesnotes.com/for-an-affordable-climate-win-look-to-the-sky
1•oliculipolicula•17m ago•0 comments

Elephant-Goldfish Model

https://egm.dev/
2•ruidlopes•18m ago•1 comments

John Snow Cholera Data

https://johnsnow.rtwilson.com/
1•surprisetalk•19m ago•0 comments

Agentic Workflows: The workflow was there

https://joebew42.github.io/2026/10/15/agentic-workflows-the-workflow-was-already-there/
1•joebew42•21m ago•0 comments

Flexbox Froggy – A game for learning CSS Flexbox

https://flexboxfroggy.com/
2•masfuerte•21m ago•0 comments

Demis Hassabi- AI's Deepest Mind Believes the World Is About to Change Radically

https://www.wsj.com/tech/ai/demis-hassabis-ai-deepmind-google-isomorphic-2b4e3153
2•pseudolus•23m ago•1 comments

Airtable Was Acquired by Bending Spoons: What to Do First

https://www.atmigrator.com/blog/airtable-acquired-by-bending-spoons-what-to-do
1•saud_c•26m ago•0 comments

Baryum – a first-person space SIM set in the real solar system at true scale

https://store.steampowered.com/app/4989230/Baryum/
1•dams-labs•27m ago•0 comments

The Ambiguous State Trap: Why I Disabled Claude's Auto-Memory

https://huggingface.co/blog/dacorvo/the-ambiguous-state-trap
2•dacorvo•29m ago•0 comments

The AI industry's gigantic debts are making investors nervous

https://www.economist.com/business/2026/10/18/the-ai-industrys-gigantic-debts-are-making-investor...
2•ludovicianul•29m ago•0 comments

A Rant About APIs

https://www.cryptocracy.com/blog/2026/10/10/a-rant-about-apis/
1•baseonmars•29m ago•0 comments

Precog – Control your Mac with hand gestures via the webcam

https://github.com/lulu38m/precog-macos
1•luluberlulu•30m ago•0 comments

A Calendar of Smells

https://worldsensorium.com/a-calendar-of-smells/
1•dnetesn•32m ago•0 comments

Show HN: Multiplayer AI

https://synteny.vercel.app/
4•infiter•32m ago•0 comments