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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

Anyone else think Claude Code and Codex are too slow? We hate it

https://bullet.davidhf.com
1•alsima•12s ago•0 comments

YC startup offers interviews to people who get their name permanently tattooed

2•codexon•3m ago•0 comments

Neuroprosthesis restores hand movement&sensation in human w complete tetraplegia

https://www.nature.com/articles/s41591-026-04498-0
1•bookofjoe•4m ago•0 comments

Benchmarking LLMs on SAST Triage

https://www.fencer.dev/blog/llm-triage-sast-false-positives
2•timols•4m ago•0 comments

FrameCut – Split contact sheet negative film scans in Chrome

https://github.com/stabruriss/framecut/blob/main/README.md
1•chriswunan•4m ago•0 comments

Runlayer sues Rippling, alleging source-code access preceded rival AI gateway

https://runtimewire.com/article/runlayer-sues-rippling-alleging-source-code-access-preceded-rival...
1•ryanmerket•5m ago•0 comments

Collection of Vintage User-Interfaces

https://typewritten.org/Media/
1•karakoram•5m ago•0 comments

A digitally controlled silicon quantum processing unit

https://www.nature.com/articles/s41586-026-10754-7
1•sbulaev•5m ago•0 comments

China's Moonshot AI reportedly used Nvidia Blackwell chips for training Kimi K3

https://www.tomshardware.com/tech-industry/artificial-intelligence/chinas-moonshot-ai-reportedly-...
2•rndsignals•7m ago•0 comments

Thorpe – semi-WYSIWYG Markdown editor

https://thorpeapp.com/
1•jasoncartwright•7m ago•0 comments

Botswana Did Everything Right

https://www.cremieux.xyz/p/botswana-did-everything-right
1•admp•7m ago•0 comments

Microsoft FY26 Q4 Earnings

https://www.microsoft.com/en-us/Investor/earnings/FY-2026-Q4/press-release-webcast
3•corvad•8m ago•1 comments

Meta Reports Second Quarter 2026 Results

https://investor.atmeta.com/investor-news/press-release-details/2026/Meta-Reports-Second-Quarter-...
1•mfiguiere•8m ago•0 comments

Kimi k3 now runs on one consumer GPU

https://twitter.com/Akashi203/status/2082555972380401852
4•OsamaJaber•9m ago•0 comments

Why too much time online makes us unhappy

https://www.cnn.com/2026/07/29/health/too-much-time-online-wellness
2•01-_-•11m ago•1 comments

Schools Are Confiscating Phones All Day

https://www.gadgetreview.com/schools-are-confiscating-phones-all-day-and-most-americans-are-fine-...
1•01-_-•12m ago•0 comments

Cory Doctorow on Why AI Won't Replace Workers, but Will Crash the Economy [video]

https://www.youtube.com/watch?v=rRRmUuxJolY
1•SockThief•12m ago•0 comments

The GitHub Platform Era Is Over

https://julien.danjou.info/blog/the-github-platform-era-is-over/
1•yruzin•13m ago•0 comments

The Prevention Paradox: Why Successful Resilience Work Becomes Its Own Enemy

https://newsletter.resiliumlabs.com/p/the-prevention-paradox
1•gpi•16m ago•0 comments

Cloudflare removes top open coding models from free tier

https://developers.cloudflare.com/changelog/post/2026-07-28-models-require-workers-paid/
1•ankushKun•17m ago•0 comments

Kimi K3 for local use (1.56TB –> 594GB) compressed by Unsloth

https://huggingface.co/unsloth/Kimi-K3-GGUF
4•pavelai•18m ago•1 comments

Can You Survive the Kobayashi Maru?

https://moai.studio/blog/posts/rewrite-the-simulator.html
1•ionwake•19m ago•0 comments

Why are databases so hard?

http://gtowey.blogspot.com/2026/07/why-are-databases-so-hard.html
1•gtowey•20m ago•0 comments

Personal Instagram Clone: WordPress and ActivityPub

https://fotos.kaffeeringe.de/
1•kaffeeringe•20m ago•1 comments

China starts production of home-grown immersion DUV chipmaking tools

https://www.reuters.com/world/china/china-starts-production-home-grown-immersion-duv-chipmaking-t...
2•dariosalvi78•20m ago•0 comments

Mathematicians Reveal Why Humans Keep Becoming Cannibals

https://www.sciencealert.com/mathematics-reveals-why-human-cannibalism-keeps-reappearing
1•wjSgoWPm5bWAhXB•21m ago•0 comments

Claude Is Down

https://status.claude.com/incidents/q2kg8n613kr3
65•gregsadetsky•21m ago•26 comments

Show HN: Cedric's Quest – A Dragon Quest–Style RPG in Rust and Bevy

https://store.steampowered.com/app/4569680/Cedrics_Quest__The_Waning_Ward/
1•coolwulf•22m ago•0 comments

Its operating system demo (from Computerphile)

https://www.youtube.com/watch?v=hISbyatih44
1•ozymandiax•22m ago•1 comments

Transitioning to the Verification Economy

https://www.unite.ai/transitioning-to-the-verification-economy/
1•Hard_Space•23m ago•0 comments