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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

Pair Programming in the Age of Agents

https://mattwynne.net/pair-programming-in-the-age-of-agents
1•mattwynne•1m ago•0 comments

I built a programming language on the top of Node.js

https://github.com/dominexmacedon-dev/starlight-cli-script
1•dominexmacedon•4m ago•0 comments

Vietnamization (1969)

https://en.wikipedia.org/wiki/Vietnamization
1•ValentineC•10m ago•0 comments

Ask HN: Why is almost all of API documentation online?

1•triilman•12m ago•0 comments

RSL: Simple Licensing

https://rslstandard.org/
2•fagnerbrack•13m ago•0 comments

How to take down a US F-35 over Iran? Chinese engineer's tutorial goes viral

https://www.scmp.com/news/china/science/article/3348619/how-take-down-us-f-35-over-iran-chinese-e...
2•KnuthIsGod•15m ago•0 comments

What Agents Need Before They Handle Real Money

https://catenalabs.com/blog/what-agents-need-before-they-handle-real-money/
2•jorgereyna•20m ago•1 comments

It's time for the 'Sell painkillers, not vitamins' metaphor to die

https://www.pathsensitive.com/2023/09/its-time-for-painkillers-vitamins-die.html
2•zrkrlc•20m ago•0 comments

History Behind the SpaceX IPO

https://ioc.exchange/@muskfiles/116333241408716236
2•infinitewars•26m ago•2 comments

Chinese government bonds emerge as lone war haven

https://www.ft.com/content/72215587-4b6c-454c-85ff-6956132705d9
1•toomuchtodo•28m ago•0 comments

I watch most videos at single speed

https://liquidbrain.net/blog/single-speed/
1•kurinikku•28m ago•0 comments

Delve – Fake Compliance as a Service – Part II – Day 2 of 5

https://deepdelver.substack.com/p/delve-fake-compliance-as-a-service-98a
2•Garbage•30m ago•1 comments

Intro to Reality Pentesting

https://cptkj.substack.com/p/intro-to-reality-pentesting
1•curmudgeon22•32m ago•0 comments

iOS 27 Rumored to Feature Keyboard Upgrade

https://www.macrumors.com/2026/04/01/ios-27-upgraded-keyboard-rumor/
1•Tomte•40m ago•0 comments

Agent Self-Care: The Hidden CPU Demand Reshaping Software Engineering

https://codephysics.dev/articles/agent-self-care/
2•antonajp•41m ago•1 comments

The Lost Art of Baseball's Makeup Call

https://thespade.substack.com/p/the-lost-art-of-baseballs-makeup
1•duck•42m ago•0 comments

A Guide to the AI Tribes

https://micheljusten.substack.com/p/a-guide-to-the-ai-tribes
1•timshell•46m ago•0 comments

Salomi, a research repo on extreme low-bit transformer quantization

https://github.com/OrionsLock/SALOMI
4•Edward9055•55m ago•0 comments

Your sign-up form is a weapon

https://bytemash.net/posts/subscription-bombing-your-signup-form-is-a-weapon/
14•homelessdino•56m ago•2 comments

Show HN: Open-agent-SDK – Claude Code's internals, extracted and open-sourced

https://github.com/codeany-ai/open-agent-sdk-typescript
1•idoubi•56m ago•0 comments

Neural Particle Automata: Learning Self-Organizing Particle Dynamics

https://arxiv.org/abs/2601.16096
1•E-Reverance•1h ago•0 comments

'Unsustainable': Congressional Scrutiny of Kalshi, Polymarket Explodes

https://www.politico.com/news/2026/04/01/congress-kalshi-polymarket-regulation-00852370
3•mitchbob•1h ago•1 comments

'Think Everybody Dead': How the Threat of AI Is Fueling a New Political Alliance

https://www.politico.com/news/magazine/2026/04/01/silicon-valley-bernie-sanders-ai-coalition-0085...
3•mitchbob•1h ago•1 comments

macOS menu bar companion for Claude Code sessions

https://github.com/sayantan94/Pulse
1•Morningstar317•1h ago•0 comments

A Proposed Improvement to the Diet Coke and Mentos Experiment (2016)

https://physics.stackexchange.com/questions/168554/a-proposed-improvement-to-the-diet-coke-and-me...
1•jjmarr•1h ago•0 comments

MLflow Command Injection Vulnerability

https://nvd.nist.gov/vuln/detail/CVE-2025-11201
1•colemurray•1h ago•0 comments

Escapting the Claws

https://8gent.world/blog
1•freddealmeida•1h ago•0 comments

Tim Cook (Still) Believes in Crazy Ideas

https://www.esquire.com/news-politics/a70886045/apple-50th-anniversary/
1•thm•1h ago•2 comments

Dispenso: A high-performance C++ thread pool and parallel algorithms library

https://github.com/facebookincubator/dispenso
2•tanelpoder•1h ago•0 comments

Show HN: API for Flight Prices

https://ignav.com/
2•gusgordon•1h ago•0 comments