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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

DeepClause "Turbo DML" Agent Harness

https://deepclause.substack.com/p/deepclause-turbo-dml-agent-harness
1•schmuhblaster•2m ago•0 comments

Magnitude 3.5 Earthquake near Copenhagen, DK

https://earthquake.usgs.gov/earthquakes/eventpage/us6000syyn/executive
1•thomascountz•2m ago•0 comments

Digital Waste in a Faster World

https://nrird.com/blog/digital-waste-in-a-faster-world/
1•speckx•3m ago•0 comments

Agent Security Is a Systems Problem

https://arxiv.org/abs/2605.18991
1•sbulaev•3m ago•0 comments

Conex – single-header C++20 library for condition-based binary pattern matching

https://github.com/DanielCohen197/Conex
1•cdaniel197•3m ago•0 comments

Show HN: I built an AI cloud architect that ships working infrastructure

https://archgenie.io
1•bixxie09•5m ago•0 comments

Patches Trying to Bring Mainline Linux Support for the Infineon XMM6260 Modem

https://www.phoronix.com/news/Intel-XMM6260-Modem-Linux
1•mikece•5m ago•0 comments

Harvard Votes to Cap A's in Effort to Curb Grade Inflation

https://www.wsj.com/us-news/education/harvard-grade-inflation-a-cap-a17d5d69
2•JumpCrisscross•10m ago•0 comments

Editing PBF files to avoid Flock cameras (with Android Auto)

https://pickpj.github.io/Mapping/FIock/bigbrouter.html
1•gentile•13m ago•0 comments

Show HN: atrium – a resumable, tiling workspace manager for Claude Code, Codex

https://getatrium.dev
1•jonnyasmar•13m ago•0 comments

Doors Are Inefficient: A Mathematical Indictment

https://ninjahawk.github.io/blog/posts/doors-are-inefficient.html
3•ninjahawk1•14m ago•0 comments

Lost Science: She Was Finding Sources of Dangerous Water and Soil Pollution

https://www.nytimes.com/2026/05/19/science/lost-science-pollution-epa.html
1•mitchbob•14m ago•1 comments

How A Blind Developer Uses Visual Studio (Microsoft Build 2017) [video]

https://www.youtube.com/watch?v=wKISPePFrIs
1•gjvc•14m ago•0 comments

Mullvad WireGuard exit IP design may allow user fingerprinting across servers

1•abderrazakxabd•15m ago•0 comments

Spork: A POSIX_spawn you can use as a fork

https://dl.acm.org/doi/abs/10.1145/3713082.3730396
2•fanf2•16m ago•0 comments

Things I've learned in 10 years of writing Improve Something Today

https://improvesomething.today/10-things-for-10-years/
1•speckx•16m ago•0 comments

Drupal – Upcoming highly critical release on May 20, 2026 – PSA-2026-05-18

https://www.drupal.org/psa-2026-05-18
3•882542F3884314B•17m ago•0 comments

Gram: Recursive reasoning models with stochastic latent trajectories (10M param)

https://arxiv.org/abs/2605.19376
2•mrkn1•17m ago•0 comments

Testing distributed systems with AI agents

https://github.com/shenli/distributed-system-testing
2•shenli3514•17m ago•0 comments

'It's super weird, super odd, super rare' meet the twins who have different dads

https://www.theguardian.com/lifeandstyle/2026/may/02/rare-twins-different-dads-the-gift-bbc-radio-4
2•gmays•19m ago•0 comments

New York hotel workers union reaches deal to avoid strike ahead of World Cup

https://www.theguardian.com/us-news/2026/may/19/new-york-hotel-workers-world-cup-union-deal
1•Tomte•21m ago•0 comments

CEO of $300M company Bolt says problems disappeared after firing HR team

https://www.hindustantimes.com/trending/ceo-of-300-million-company-says-problems-disappeared-afte...
3•randycupertino•21m ago•4 comments

Show HN: ContextLens- Highlight any text, get context-relevant meaning instantly

https://chromewebstore.google.com/detail/contextlens/jdiojebiogbpkigohjijfnmccfniiago
1•qtcapybara•21m ago•0 comments

Between-Device Sharing Still Sucks

https://hackaday.com/2026/05/20/between-device-sharing-still-sucks/
2•dTal•22m ago•0 comments

Why do Indian trucks say "Horn OK Please"?

https://www.postoast.com/horn-ok-please-behind-trucks-meaning/
1•thunderbong•22m ago•0 comments

Show HN: Privacy Focused Voice Journal

1•rahilb•23m ago•1 comments

Kickstarting "The Reverse Centaur's Guide to Life After AI"

https://pluralistic.net/2026/05/14/who-it-does-it-for/
1•hn_acker•24m ago•0 comments

The Transit Trilemma

https://springbett.substack.com/p/the-transit-trilemma
1•baud147258•26m ago•0 comments

Free, Easy, Dead: The Difficult Birth and Predictable Death of IRS Direct File

https://defector.com/free-easy-dead-the-difficult-birth-and-predictable-death-of-irs-direct-file
2•mattbowen•27m ago•0 comments

Victory: Tennessee man jailed 37 days for Trump meme wins $835,000 settlement

https://www.fire.org/news/victory-tennessee-man-jailed-37-days-trump-meme-wins-835000-settlement-...
12•ceejayoz•27m ago•0 comments