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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

Expensively Quadratic: The LLM Agent Cost Curve

https://blog.exe.dev/expensively-quadratic
1•luu•1m ago•0 comments

Show HN: Own the Void – a trillion-cell infinite canvas

https://ownthevoid.com
1•sneezydwarf•4m ago•0 comments

Show HN: Introspect – messy CSV exports into shareable dashboards (no signup)

https://www.introspectdigital.com/
1•kiroid123•8m ago•1 comments

Show HN: Temp Mail – Fastest temporary email generator for iOS/macOS

https://tempmail.jamcry.app
1•jamcry•9m ago•0 comments

Europe joins the constellation-launching game with debut of Ariane 64

https://aerospaceamerica.aiaa.org/europe-joins-the-constellation-launching-game-with-debut-of-ari...
1•saubeidl•11m ago•1 comments

Show HN: Connect Slack to Your OpenClaw – Tutorial and Hosting

https://openclaw-setup.me/tutorials/slack/
1•Gregoryy•12m ago•0 comments

Show HN: AgentProbe – Validate AI agent endpoints across 8 protocols in one URL

https://agentprobe.xyz
1•Andreas_3d•14m ago•0 comments

How and why to properly write copyright statements in your code

https://matija.suklje.name/how-and-why-to-properly-write-copyright-statements-in-your-code
1•buhtz•17m ago•0 comments

Big Tech's $700B AI Buildout Is Draining Aquifers Faster Than They Recharge

https://alexnik2.substack.com/p/the-physical-layer-01
1•nicholaev•18m ago•0 comments

Show HN: LocalClaw – Find the right local LLM for your exact hardware

https://localclaw.io/
1•CDieumegard•22m ago•1 comments

Ask HN: Where to find people to discuss the future of AI?

2•Vishal19111999•26m ago•2 comments

A Claude Code skill that gives the AI a "therapy session" when it gets stuck

https://github.com/zeahoo/hugme
1•ekaesmem•27m ago•0 comments

Warcraft III Peon Voice Notifications for Claude Code, Codex, and Other IDEs

https://github.com/PeonPing/peon-ping
3•theshrike79•30m ago•1 comments

False claims made by the Trump admin as it revokes a key scientific finding

https://apnews.com/article/green-energy-environment-trump-rollbacks-fact-check-208382e5fb17f9ec68...
2•stopbulying•35m ago•2 comments

Personal AI Infrastructure

https://github.com/danielmiessler/Personal_AI_Infrastructure
1•anhldbk•36m ago•0 comments

Call for Founders

https://twinlabs.notion.site/call-to-founders
1•gregherbelux•37m ago•1 comments

Russia Blocks WhatsApp

https://www.reuters.com/technology/russia-blocks-metas-whatsapp-messaging-service-ft-reports-2026...
1•niemandhier•38m ago•1 comments

Rtk CLI Proxy

https://github.com/rtk-ai/rtk
1•handfuloflight•41m ago•0 comments

OpenAI says China's DeepSeek trained its AI by distilling US models, memo shows

https://www.reuters.com/world/china/openai-accuses-deepseek-distilling-us-models-gain-advantage-b...
1•maxloh•43m ago•1 comments

The-Complete-Guide-to-Building-Skill-for-Claude

https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf?hsLang=en
1•handfuloflight•45m ago•0 comments

Waymo Paying DoorDash Drivers to Shut Open Robotaxi Doors

https://www.bloomberg.com/news/articles/2026-02-12/waymo-tries-finding-doordash-drivers-to-shut-o...
1•helsinkiandrew•48m ago•0 comments

Welcome to the Eternal September of open source. What we'll do for maintainers

https://github.blog/open-source/maintainers/welcome-to-the-eternal-september-of-open-source-heres...
3•Kerrick•48m ago•1 comments

GLaDOS mocks your coding errors in Claude Code

https://github.com/6m1w/claude-sound-fx
1•lineudemonia•56m ago•1 comments

Israel accuses two of using military secrets to place Polymarket bets

https://www.npr.org/2026/02/12/nx-s1-5712801/polymarket-bets-traders-israel-military
1•starkparker•1h ago•0 comments

Amtrak offers first look at Airo equipment

https://www.trains.com/pro/passenger/amtrak-offers-first-look-at-airo-equipment/
2•divbzero•1h ago•0 comments

Seedream 5.0 Lite – Deeper Thinking, More Accurate Generation

https://seed.bytedance.com/en/blog/deeper-thinking-more-accurate-generation-introducing-seedream-...
1•BoorishBears•1h ago•0 comments

I Built a Free,Online Heart Rate Monitor – Could You Help Me Improve It?

https://www.heartratetap.com/
2•CloudHu•1h ago•1 comments

RetEx: Midnight Hackathon in Vienna

https://mathiasd.fr/p/midnight/
1•mathiasdpx•1h ago•0 comments

Ring owners are returning their cameras

https://www.msn.com/en-us/lifestyle/shopping/ring-owners-are-returning-their-cameras-here-s-how-m...
32•c420•1h ago•8 comments

The Void

https://github.com/nostalgebraist/the-void/blob/main/the-void.md
1•stickynotememo•1h ago•0 comments