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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

Mother Earth Mother Board

https://efdn.notion.site/Mother-Earth-Mother-Board-WIRED-a8ff97e460bc4ac1b4a7b87f3503a55c
1•thunderbong•40s ago•0 comments

US recession probabilities implied by the yield curve

https://www.stlouisfed.org/on-the-economy/2023/sep/what-probability-recession-message-yield-spreads
1•latentframe•5m ago•1 comments

Show HN: AnyHabit – A minimalist habit tracker for Raspberry Pi and Docker

https://github.com/Sparths/AnyHabit
1•bebedi•7m ago•0 comments

Highlights from Git 2.54

https://github.blog/open-source/git/highlights-from-git-2-54/
1•tux3•10m ago•0 comments

Enhancing Sporting Organisation Efficiency with Generative AI

https://sinankprn.com/posts/enhancing-sporting-organisation-efficiency-with-generative-ai/
1•sminchev•10m ago•0 comments

Reconstructing a Vue and Three.js app from a single Webpack bundle

1•YufanZhang•10m ago•0 comments

Show HN: Tiltbump – another game in a single HTML file

https://tiagosimoes.github.io/tiltbump/
1•eropatori•13m ago•0 comments

WebP to PNG Converter – Convert WebP to PNG Online Free

https://www.wps.com/tools/webp-to-png/
2•morganglow•18m ago•0 comments

AI agents are a security nightmare. Moving the dev workflow to QEMU

https://hozan23.com/posts/ai-security-nightmare/
1•hozan23•20m ago•0 comments

Kiss Principle

https://en.wikipedia.org/wiki/KISS_principle
1•edu•23m ago•0 comments

Pagetok – an all-in-one AI assistant on your Mac

https://pagetok.web.app/
1•loopstring•25m ago•0 comments

Strongest Phentermine for Women: What to Expect Before You Start

https://finance.yahoo.com/sectors/healthcare/articles/strongest-phentermine-alternatives-weight-l...
1•JoniThani•27m ago•0 comments

Show HN: TapFi – Join any WiFi just by scanning the details with your camera

https://tapfi.uno/
1•jmkni•33m ago•2 comments

Help Me with Multiverse OS

https://chatgpt.com/gg/v/69e7247e7e408196817bdce7534163a8?token=4gu4Y6NwS3xz3phbYpOpeA
1•liljoe•34m ago•0 comments

CC: A P2P Network for Reproducible Autoresearch Code Experiments

https://community.computer/
4•aiw1nt3rs•34m ago•0 comments

All your agents are going async

https://zknill.io/posts/all-your-agents-are-going-async/
2•zknill•34m ago•0 comments

The Anatomy of Tool Calling in LLMs: A Deep Dive

https://martinuke0.github.io/posts/2026-01-07-the-anatomy-of-tool-calling-in-llms-a-deep-dive/
1•tonyl•34m ago•0 comments

Xonsh shell 0.23 REFORGED – not just a release

https://github.com/xonsh/xonsh/releases/tag/0.23.0
1•combisearch•37m ago•1 comments

Show HN: DSS, a new human-readable and plain format for XLS and spreadsheets

https://github.com/Datastripes/DataSheetStandard/
1•vinserello•38m ago•0 comments

Show HN: OpenBridge – turn web chat access into an OpenAI-compatible endpoint

2•linuz•39m ago•0 comments

The Pirate Bay's Oldest Torrent Turned 22

https://torrentfreak.com/the-pirate-bays-oldest-torrent-turned-22/
4•franczesko•45m ago•0 comments

Heatwaves in the Indo-Gangetic Plains: Why Local Conditions Matter

https://www.iitb.ac.in/research-highlight/heatwaves-indo-gangetic-plains-why-local-land-and-atmos...
1•akbarnama•48m ago•0 comments

A Hot-Air Balloon Landed in a California Backyard. The Owner Says It's A '

https://www.wired.com/story/a-brief-interview-with-the-owner-of-the-hot-air-balloon-that-landed-i...
1•joozio•51m ago•0 comments

Less human AI agents, please

https://nial.se/blog/less-human-ai-agents-please/
17•nialse•55m ago•8 comments

Show HN: Alignear – Client communication layer for Linear teams

https://alignear.com/
4•madatbay•56m ago•1 comments

The Fencing Visualization System

https://bsky.app/profile/kcimc.bsky.social/post/3mjxchuwkzs2v
7•mariuz•1h ago•0 comments

Berea college makes tuition free with its endowment

https://www.theatlantic.com/education/archive/2018/10/how-berea-college-makes-tuition-free-with-i...
4•KnuthIsGod•1h ago•0 comments

Iran claims US backdoors knocked out networking equipment

https://www.theregister.com/2026/04/21/iran_claims_us_used_backdoors/
5•defrost•1h ago•1 comments

Writing Node.js Addons with .NET Native AOT

https://devblogs.microsoft.com/dotnet/writing-nodejs-addons-with-dotnet-native-aot/
3•soheilpro•1h ago•0 comments

Using Changesets in a polyglot monorepo

https://luke.hsiao.dev/blog/changesets-polyglot-monorepo/
5•lwhsiao•1h ago•3 comments