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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

AI Text Watermarking May Not Be Able to Meet the E.U.'S New Rules

https://spectrum.ieee.org/ai-watermark-openai-textgrain-europe
1•pseudolus•53s ago•0 comments

How to speed up the Rust compiler in November 2026

https://nnethercote.github.io/2026/11/04/how-to-speed-up-the-rust-compiler-in-november-2026.html
1•birdculture•5m ago•0 comments

Show HN: A Word Guessing game like Codenames that allows for players to test NLP

https://wordspies.com/
1•daluan•5m ago•0 comments

ICLR 2027 review scores for 40,458 papers

https://shiqiangw.github.io/iclr-2027-scores/
1•martincsweiss•6m ago•1 comments

Show HN: Context, record your screen, audio, and location 24/7 for your agents

https://trycontext.app
1•Jaiyen•7m ago•0 comments

Five Years in Linux

https://davidbudzynski.github.io/2026/11/03/five-years-in-linux.html
1•speckx•9m ago•0 comments

Artemis II launch tore a hole in upper atmosphere so it disrupted GPS

https://www.space.com/space-exploration/launches-spacecraft/nasas-artemis-ii-moon-launch-tore-a-h...
2•croes•9m ago•0 comments

Igan.app.neoncrm.com/campaigns/31/team/2156

https://igan.app.neoncrm.com/campaigns/31/team/2156
1•balalsahabi•13m ago•0 comments

Carbon Monitor, tracking daily carbon dioxide emissions

https://carbonmonitor.org/
2•gnabgib•15m ago•0 comments

Google has acquired Crusoe's data center site in southeast Wyoming

https://www.crusoe.ai/resources/newsroom/crusoe-wyoming-data-center-campus-update
2•rexbee•16m ago•0 comments

It's the Wild West out here

https://ashloper.com/notes/its-the-wild-west-out-here
2•rat_•18m ago•0 comments

€1M from Sovereign Tech Agency to Fuel Post-Quantum Readiness at Let's Encrypt

https://letsencrypt.org/2026/11/05/sta-pq-funding.html
3•ahlCVA•20m ago•0 comments

The Doubling Board: 64 squares, each one costs twice the last

https://doublingboard.com
2•nicopassaglia•23m ago•0 comments

Pleasedonotescape.com: A dataset of sandboxes for AI coding agents

https://pleasedonotescape.com/
2•luispa•24m ago•0 comments

Near-real-time global gridded daily CO2 emissions

https://www.cell.com/the-innovation/fulltext/S2666-6758(21)00107-7
2•geox•26m ago•1 comments

Learn RUDRA – Complete Course (25 video chapters)

https://www.youtube.com/playlist?list=PLCFVBA46rFmY
4•rakshanex•26m ago•0 comments

Show HN: Tell the Sky – message lanterns drift on winds from live weather data

https://tellthesky.com
2•andycodeman•26m ago•0 comments

Ask HN: Banned for Reddit Inauthentic Ads?

2•polywickstudio•27m ago•0 comments

Meat Proxy – Claude Opus 5.5 music video

https://www.youtube.com/watch?v=gQvQ2NanBTI
3•bobajeff•29m ago•1 comments

Will AI Kill Mathematics?

https://www.youtube.com/watch?v=WLYW6BPkkIk
2•rzr999•30m ago•2 comments

The Moe Training Handbook

https://huggingface.co/spaces/huggingface/moe-blogpost
2•kashifr•32m ago•0 comments

Are You Improving?

https://irinarokosz.substack.com/p/are-you-improving
6•mooreds•34m ago•0 comments

Less Is More UI Agent Skill

https://github.com/Mendiak/less-is-more-ui
2•mendiak•35m ago•0 comments

HN: CloneGuard – scan a repo for credential-stealing tricks before you run it

https://github.com/tharun208/cloneguard
4•tharun208•36m ago•0 comments

A Jev that can ask Opus for help gives Opus accuracy at 4x lower cost

https://hightouch.com/blog/llm-judges-identity-resolution
29•theanomaly•36m ago•6 comments

The Mineral Age

https://www.tomhegen.com/product/the-mineral-age
4•smartmic•40m ago•1 comments

GoLand's Profiler Now Works with AI Agents – The JetBrains Blog

https://blog.jetbrains.com/go/2026/11/06/we-gave-ai-agents-goland-s-profiler-they-found-the-same-...
2•99lcccss•43m ago•0 comments

Partnering with Hacktron to find vulnerabilities in OpenAI's systems – OpenAI

https://openai.com/index/partnering-with-hacktron/
3•99lcccss•43m ago•0 comments

Chinese Civilization and the Computerization of the World

https://nexa.polito.it/chinese-civilization-and-the-computerization-of-the-world/
2•thenthenthen•43m ago•0 comments

Northstar: A New Booster Engine with More Thrust and Less Mass

https://www.blueorigin.com/news/introducing-northstar-new-booster-engine
2•simonebrunozzi•44m ago•0 comments