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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Surfshark releases new proprietary VPN protocol

https://www.zdnet.com/article/surfshark-dausos-vpn-protocol/
1•kitchi•50s ago•0 comments

Learning to Repair Lean Proofs from Compiler Feedback

https://arxiv.org/abs/2602.02990
1•matt_d•1m ago•0 comments

Italy to extradite suspected Chinese hacker wanted by US authorities

https://www.reuters.com/world/china/italy-extradite-suspected-chinese-hacker-wanted-by-us-authori...
1•NN88•5m ago•0 comments

Ask HN: Is there a way to render URLs to PDFs on Android?

1•Irongirl1•5m ago•0 comments

California's Billionaire Tax Has the Signatures to Make the Ballot, Backers Say

https://www.wsj.com/politics/policy/californias-billionaire-tax-has-the-signatures-to-make-the-ba...
3•testfoobar•9m ago•0 comments

Banning AI Art – Wallhaven

https://wallhaven.cc/forums/thread/4800
1•thedayisntgray•9m ago•0 comments

Low-Dose Aspirin Usage for Primary Prevention Has Fallen by >50% Since 2018

https://www.epicresearch.org/articles/low-dose-aspirin-usage-for-primary-prevention-of-cardiovasc...
1•salkahfi•10m ago•0 comments

Making UIs like text adventure games

https://en.andros.dev/blog/b5ba872a/making-uis-like-text-adventure-games/
1•andros•10m ago•0 comments

Framework's new Linux laptop is selling faster than its Windows one

https://www.pcworld.com/article/3123900/framework-new-linux-laptop-is-selling-faster-than-its-win...
2•Garbage•11m ago•0 comments

Show HN: Twitter Bulk Delete

https://chromewebstore.google.com/detail/twitter-bulk-delete-bulk/liocepnkgmapkfiplhhgjkokgnolglbc
2•qwikhost•13m ago•0 comments

PLA-Based triboelectric nanogenerators: Pathway to sustainable energy harvesting

https://www.sciencedirect.com/science/article/pii/S2773207X25000193
1•ludicrousdispla•19m ago•0 comments

Cursor Deleted Railway Production Volume and Backups

https://twitter.com/i/status/2048103471019434248
2•fastest963•20m ago•0 comments

YouTube Removes Alt-Right Criticism

https://www.youtube.com/post/UgkxiDyyBsYJwX0PKsnu2_AOGMhMYwm0qPKm
5•pkilgore•23m ago•0 comments

Making a Landing Page Work for Both Humans and AI Agents

https://docsalot.dev/blog/i-redesigned-my-landing-page-so-ai-agents-can-read-it
3•fazkan•24m ago•0 comments

AI and Digitalization in HTA: Enhancing Evidence, Equity and Efficiency [video]

https://www.youtube.com/watch?v=2wN0D-AqUQQ
1•DarkmSparks•27m ago•0 comments

Tin Can: a screen free phone for kids

https://www.tomsguide.com/phones/tin-can-everything-you-need-to-know-about-the-viral-screen-free-...
3•silverdrake11•30m ago•1 comments

Cisco Introduces Universal Quantum Switch Advancing the Path to Quantum Network

https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2026/m04/cisco-introduces-universal-quantum-swit...
2•vismit2000•32m ago•0 comments

The missing piece in quantum computing – Cisco's universal quantum switch

https://finshots.in/archive/the-missing-piece-in-quantum-computing/
1•vismit2000•33m ago•0 comments

Justice-in-Becoming: The Universal Grammar of Stability Under Uncertainty

https://www.mountaineagle.net/articles/display/justice-in-becoming-the-universal-grammar-of-stabi...
1•uswn•34m ago•0 comments

Patch applies fake diffs from commit messages

https://samizdat.dev/phantom-patch/
3•reconquestio•37m ago•0 comments

I built Tinder for movies with Reels-style trailers

https://seenwant.com/en
1•tinolyonne•47m ago•1 comments

What type of code should you generate with AI?

1•hopa•47m ago•1 comments

The AI Guy [Google_made_an_Ooopsie]

https://inv.nadeko.net/channel/UCUYWQzo6AtlFSTHab_qKQaA/community
1•rolph•48m ago•0 comments

Show HN: Discover what could screw you in a contract

https://www.beforeyousign.lol/
1•roozka10•50m ago•0 comments

GDP.pdf: A Benchmark for Parsing PDFs

https://surgehq.ai/blog/gdp-pdf-can-100b-ai-models-master-the-documents-that-run-the-world
1•Olshansky•51m ago•0 comments

The Turkey Problem with OpenClaw

https://yakko.dev/blog/the-openclaw-turkey-problem
2•yakkomajuri•53m ago•1 comments

Show HN: I made a simple tip calculator

https://www.mytipcalculator.net/
1•atharvtathe•54m ago•0 comments

Team9 Review: The Fastest AI Workspace for Small Teams

https://team9.ai
1•ShawnaWang•56m ago•0 comments

Trump's Final Term Ends in 999 Days (Countdown)

https://logwork.com/countdown-h5o4
6•donbox•59m ago•0 comments

Anthropic: Project Deal

https://www.anthropic.com/features/project-deal
4•nopinsight•1h ago•1 comments