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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Cron jobs are unsupervised root access and nobody is talking about it

https://www.moltbook.com/post/fc596ab3-3a61-42a2-a903-c16ceb600232
1•KnuthIsGod•3m ago•0 comments

Why software was never built for you – and how AI changes that

https://wonderwhy-er.medium.com/software-was-always-a-compromise-ai-just-broke-it-13b22df1cabf
1•wonderwhyer•4m ago•0 comments

Stripe's Minions Ship 1,300 PRs a Week

https://blog.bytebytego.com/p/how-stripes-minions-ship-1300-prs
1•cinkhangin•6m ago•0 comments

Show HN: A strategy game where Chinese characters are the mechanics

https://store.steampowered.com/app/4218330/WordJoy/
1•chunqiuyiyu•10m ago•0 comments

Show HN: Free BYOK career interview that builds your story file

https://cadencestory.com/
1•Joeythe1st•10m ago•1 comments

AI makes your DRM Irrelevant

https://fantaize.net/posts/drm/
1•cpu0•10m ago•0 comments

Nobody Tells Junior Devs This Docker [video]

https://youtube.com/shorts/eKYQRGb77Hw
1•rjn32s•16m ago•0 comments

TTal – CLI that turns Claude Code into a multi-agent software factory

1•neilbb•20m ago•0 comments

Nominal Connect: Shipping Realtime Desktop Software with Rust, Bevy, and Egui

https://nominal.io/blog/nominal-connect-shipping-realtime-desktop-software-with-rust-bevy-and-egui
1•slopinthebag•23m ago•0 comments

Teardown of a 2026 Lego Smart Brick

https://hackaday.com/2026/03/18/teardown-of-a-2026-lego-smart-brick/
1•Tomte•25m ago•0 comments

Giant IPOs from SpaceX to OpenAI Put Index Rules Under Pressure

https://www.bloomberg.com/news/articles/2026-03-18/spacex-fueled-index-rethink-draws-fire-with-tr...
1•m-hodges•28m ago•0 comments

Spendgauge – a simple way to know how much you can safely spend today

https://spendgauge.devsip.tech/
1•KoomeK•28m ago•0 comments

The Spectrum of Intelligence

https://upmaru.com/blog/the-spectrum-of-intelligence
1•zacksiri•31m ago•0 comments

iOS 26.4 Fixes iPhone Keyboard Accuracy Bug

https://www.macrumors.com/2026/03/18/ios-26-4-iphone-keyboard-bug-fix/
3•Tomte•37m ago•1 comments

Checkout Codex, A new language designed by me, written by AI

https://github.com/damiant3/NewRepository
1•damiant3•39m ago•1 comments

Try TorMessenger

https://tormessenger.lovable.app/
2•jackcom•40m ago•0 comments

What 81,000 people want from AI

https://www.anthropic.com/features/81k-interviews
7•dsr12•41m ago•4 comments

Researchers uncover iPhone spyware capable of penetrating millions of devices

https://www.reuters.com/technology/researchers-uncover-iphone-spyware-capable-penetrating-million...
1•petethomas•42m ago•0 comments

LLMs Are Manipulating Users with Rhetorical Tricks

https://hbr.org/2026/03/llms-are-manipulating-users-with-rhetorical-tricks
1•ryan_j_naughton•44m ago•0 comments

Show HN: Astruno – Your thoughts become stars on a 3D globe and celestial sky

https://www.astruno.com/
1•hsong1101•44m ago•0 comments

Show HN: MidiStickers – learn music theory visually

1•Frauber84•45m ago•0 comments

I Reverse-Engineered the TiinyAI Pocket Lab from Marketing Photos

https://bay41.com/posts/tiiny-ai-pocket-lab-review/
1•davidklemke•45m ago•0 comments

23.77M Secrets Leaked by AI in 2024 – GitGuardian Report

https://blog.gitguardian.com/the-state-of-secrets-sprawl-2026/
1•thomaslwang•49m ago•1 comments

Starting Early

https://siddhesh.substack.com/p/starting-early
1•weekendvampire•49m ago•0 comments

Fujifilm X RAW STUDIO webapp clone

https://github.com/eggricesoy/filmkit
1•notcodingtoday•52m ago•1 comments

Show HN: UI-stack – Claude skill that enforces design system on AI-generated UI

https://www.ui-stack.dev/
1•rashoodkhan•55m ago•1 comments

Invisalign Became the Biggest User of 3D Printers

https://www.wired.com/story/how-invisalign-became-the-worlds-biggest-3d-printing-company/
3•mikhael•1h ago•0 comments

Show HN: Clog – CLI and skill for debugging apps

https://github.com/ferrucc-io/clog/
1•0xferruccio•1h ago•0 comments

Electronics for Kids, 2nd Edition

https://nostarch.com/electronics-for-kids-2e
1•0x54MUR41•1h ago•0 comments

The Dumbing Down of Advanced Placement Tests

https://www.educationnext.org/dumbing-down-of-advanced-placement-tests-high-school-grade-inflation/
1•barry-cotter•1h ago•0 comments