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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

How close can pure FP get to C?

https://rtfeldman.com/fp-vs-c
1•Hasnep•59s ago•0 comments

A TypeScript Library to Build Agentic Apps on Your Claude and Codex Subscription

https://www.npmjs.com/package/@supermux/core
1•dokdev•1m ago•1 comments

The day PHP sites went offline on purpose

https://ohdear.app/uptime-statistics
2•contentkraft•2m ago•1 comments

Microsoft develops AI tool that can diagnose 'sequentially' like a doctor

https://www.reuters.com/business/healthcare-pharmaceuticals/microsoft-develops-ai-tool-that-can-d...
1•tartoran•2m ago•0 comments

Anthropic Public Benefit Report

https://www.anthropic.com/public-benefit-report
2•Anon84•6m ago•0 comments

What writing for the Washington Post taught me about standup comedy (part 3)

https://pammoore.substack.com/p/what-writing-for-the-washington-post-696
1•mooreds•6m ago•0 comments

Apple Music 404 Not Found

https://music.apple.com/yolo
1•frizlab•7m ago•1 comments

AI Identity Management System

https://datatracker.ietf.org/doc/draft-ietf-wimse-aims/00/
1•mooreds•8m ago•0 comments

Burnham suggests stocking up on tinned food and bottled water

https://www.bbc.co.uk/news/articles/ckr5yz2pqqppo
4•10xDev•8m ago•1 comments

Vib-Ribbon (PS1) decompiled to C++, rebuilds byte-identical

https://github.com/PawiX25/revib
2•PawiX25•8m ago•0 comments

Only 13% of companies see real returns from AI, survey finds

https://www.gartner.com/en/newsroom/press-releases/2026-10-19-gartner-survey-finds-only-13-percen...
2•DeepLogin•9m ago•1 comments

VGHF Shares Never Seen Images from Golden Age of Japanese Video Game Culture

https://www.gamespress.com/en-US/Video-Game-History-Foundation-Shares-Never-Before-Seen-Images-fr...
2•rdmuser•10m ago•0 comments

Lunar Outpost & Rover simulation with destruction (box3d and Vulkan) [video]

https://www.youtube.com/shorts/dLu0oKLSBQM
1•shroom1•16m ago•0 comments

Open call for guest investigators in the life sciences

https://www.anthropic.com/news/open-call-guest-investigators-life-sciences
1•pama•16m ago•0 comments

Safeguards

https://www.anthropic.com/news/safeguards
1•surprisetalk•16m ago•0 comments

Ask HN: Apple rejected my dev account enrollment with no reason, what do I do?

1•Mutinix•16m ago•0 comments

Show HN: PuedoBot, an OSS security auditor that tries to disprove its findings

https://github.com/eagle9111/Puedobot-Open-Source
1•alhassankhalil1•17m ago•0 comments

Show HN: Privacy focussed analytics made in Scotland

https://benmetrics.com/
1•gigamick•19m ago•0 comments

I Believe in You (2015)

https://creativeleadership.com/cl/i-believe-in-you
1•herbertl•19m ago•0 comments

Support Ukraine Banner from Mcrouter Readme

https://github.com/facebook/mcrouter/commit/866d016431c3019b7ec9036254787736284364d8
2•mooreds•19m ago•0 comments

Run Anki Desktop on iOS and Android

https://github.com/krmanik/kioku
1•krmani•20m ago•0 comments

"counting bumblebees one by one": California's demands for the bullet train

https://twitter.com/christopherrufo/status/2112982970869170553
1•MrBuddyCasino•21m ago•2 comments

Detecting the Kick of a Single Gas Molecule

https://physics.aps.org/articles/v19/136
1•sohkamyung•22m ago•0 comments

Vetro – Less bloat, more control over your Samsung TV

https://github.com/andrearicci93/vetro
1•literallyanythi•23m ago•1 comments

Torvalds: AI is fine for competent devs, but spare us the 'drive-by' patches

https://www.theregister.com/columnists/2026/10/23/torvalds-ai-is-fine-for-competent-devs-but-spar...
8•speckx•24m ago•0 comments

A hacky fucked up way to portably access errno from outside of C

https://sebsite.pw/w/20260925-errno.html
1•birdculture•25m ago•0 comments

Pistols of Alex Colville

https://schmeerskahoven.substack.com/p/pistols-of-alex-colville
1•gao8a•25m ago•0 comments

Show HN: HatchZip – extract archives without needing double the disk space

https://github.com/xevrion/hatchzip
2•xevrion•26m ago•0 comments

Signatures on diplomas should mean something

https://globecollegetown.substack.com/p/college-presidents-signatures-on-diplomas
1•HR01•30m ago•0 comments

The Iceberg and the Trampled Field

https://medium.com/@khromalabs/the-iceberg-and-the-trampled-field-7f19d93f4c5e
1•rgomez•30m ago•0 comments