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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Show HN: Tanin – TUI Noise Generator

https://github.com/AnonMiraj/Tanin
2•anongazelle•4m ago•1 comments

Whispered – ephemeral posts judged by the community

https://whispered-live.vercel.app
1•KevinChasse•6m ago•1 comments

Signal sniffer used to locate missing persons pacemaker

https://www.abc.net.au/news/2026-02-16/nancy-guthrie-pacemaker-signal-sniffer-suspected-kidnappin...
1•asdefghyk•6m ago•1 comments

The Idea Archive – a non-profit library for ideas born in feeds

1•vijindal•9m ago•0 comments

"Giving children the space to grow"

https://keirstarmer.substack.com/p/giving-children-the-space-to-grow
2•azalemeth•11m ago•0 comments

Visualization of Migrant Stocks for All Countries, 1990–2024

https://www.populationpyramid.net/immigration-statistics/en/united-states-of-america/2024/
1•madewulf•12m ago•1 comments

Epic Rap Battles – Bill Gates vs Steve Jobs (2012)

https://www.youtube.com/watch?v=njos57IJf-0
1•nickweb•13m ago•1 comments

Show HN: LLM AuthZ Audit – find auth gaps and prompt injection in LLM apps

https://github.com/aiauthz/llm-authz-audit
1•iamspathan•13m ago•0 comments

Fractal Native – doesn't optimize your AI workflow

1•slowmonkey•15m ago•0 comments

Assigning Open Problems in Class

https://blog.computationalcomplexity.org/2026/02/assigning-open-problems-in-class.html
2•baruchel•20m ago•0 comments

I built a tool to find users on Reddit. It found me 40 users in a week

3•timjayas•20m ago•0 comments

Tech titans pour $50M into super PAC to elect AI-friendly candidates to Congress

https://www.latimes.com/business/story/2026-02-13/tech-titans-pour-50-million-into-super-pac-to-e...
3•1vuio0pswjnm7•22m ago•1 comments

Show HN: AI learning paths with YouTube playlists

https://www.studypathagent.com/
2•strewberry•23m ago•0 comments

Dependency Injection Without the Bloat: Why I Skip Java DI Frameworks

https://www.christianschleifer.com/posts/dependency-injection-without-the-bloat-why-i-skip-java-d...
2•chr_schleifer•24m ago•0 comments

Show HN: The Zero-Friction Signup Layer API

https://autheona.com/invitation/
2•lasgawe•26m ago•0 comments

Show HN: Free Browser-Based Dev Tools (No Signup, Client-Side)

https://maxseats.github.io/devtools/
2•maxxmini•29m ago•0 comments

A procedural prompting framework for building and deploying agentic systems

https://diyclaw.dev/
2•kordlessagain•30m ago•0 comments

I want to wash my car. The car wash is 50 meters away. Should I walk or drive?

https://mastodon.world/@knowmadd/116072773118828295
45•novemp•32m ago•13 comments

Varnish HTTP Cache: The last usable commit on GitHub

https://github.com/varnishcache/varnish-cache/releases/tag/last
5•vickodin•38m ago•0 comments

Altman can recruit lucifer himself if he had a 1on1 meeting with him

2•shoman3003•45m ago•1 comments

The desperate race to escape AI's 'permanent underclass'

https://www.telegraph.co.uk/business/2026/02/15/the-desperate-race-to-escape-ais-permanent-underc...
1•SilverElfin•53m ago•1 comments

Show HN: codex-web-local – web UI for local Codex App Server

https://www.npmjs.com/package/codex-web-local
1•kolpaque•53m ago•0 comments

Show HN: Wisepanel – Multi-model AI panel for decision support

https://wisepanel.ai
1•quroi•56m ago•0 comments

Show HN: SafeClaw – a way to manage multiple Claude Code instances in containers

https://github.com/ykdojo/safeclaw
1•ykdojo•58m ago•0 comments

Show HN: Million Dollar Deeds – Own permanent digital land

https://milliondollardeeds.com
1•coldsundaynight•58m ago•2 comments

Show HN: 165k lines, 9 days, one dev I built what ICE sells to hedge funds

https://web-production-71423.up.railway.app/
3•Shmungus•1h ago•0 comments

Ask HN: Are teams syncing databases continuously?

2•sonichigo•1h ago•0 comments

Bible Companion – Bible Study and Devotional Platform

https://www.biblecompanion.top
2•Claraxia•1h ago•1 comments

Show HN: Jemini – Gemini for the Epstein Files

https://jmail.world/jemini
3•dvrp•1h ago•0 comments

Mini-Retirement: Or, How I Learned to Stop Grinding and Took Two Years Off

https://neuralpensieve.github.io/2026/02/15/mini-retirement.html
5•donutshop•1h ago•0 comments