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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

Baseline Core – Open-source skill system that wires your business to AI

https://github.com/TrentM6/baseline-core
1•trentm6•54s ago•1 comments

Show HN: Owoa – Image watermarking resistant to camera capture

https://owoa.app
1•wodoshio•1m ago•0 comments

vibe-infer: Learning GPU Programming with Claude Code

https://blog.vtemian.com/post/vibe-infer/
2•vtemian•1m ago•0 comments

Why is World Uncertainty Index at an all-time high in 2026?

https://economictimes.indiatimes.com/news/international/us/why-is-global-uncertainty-at-an-all-ti...
1•rbanffy•1m ago•0 comments

Show HN: RepoCrunch – Analyze any GitHub repo's health in seconds

https://github.com/kimwwk/repocrunch
1•chillkim•1m ago•0 comments

Show HN: Prodlint – Find what AI coding tools miss before production

https://github.com/prodlint/prodlint
1•AMARCOVECCHIO99•1m ago•0 comments

Show HN: Keychains – Prevent LLM/OpenClaw agents from leaking API credentials

https://keychains.dev/
1•severin•3m ago•0 comments

The Mainframe Model of AI Is Dead

https://github.com/phuctruong/stillwater
1•phucnet•3m ago•0 comments

Show HN: Recursive – AI support agents for small businesses

https://recursive.support
1•alanmcintyre•4m ago•0 comments

Show HN: Experience-engine – reflection-based memory layer for local LLMs

https://github.com/ashishluthara/experience-engine
2•ashishluthara•5m ago•1 comments

Former Physicist Alan DeKok Helps Keep the Internet Secure

https://spectrum.ieee.org/network-security-engineer-alan-dekok
1•sohkamyung•5m ago•0 comments

Accelerating discovery in India through AI-powered science and education

https://deepmind.google/blog/accelerating-discovery-in-india-through-ai-powered-science-and-educa...
1•surprisetalk•7m ago•0 comments

Record Low Crime Rates Are Real

https://www.astralcodexten.com/p/record-low-crime-rates-are-real-not
1•simonebrunozzi•8m ago•0 comments

TypeDock – 52 free developer tools

https://typedock.vercel.app
2•elyonox•8m ago•1 comments

How Criticaster Works

https://www.criticaster.com/how-it-works
1•gghootch•10m ago•0 comments

Kagi Won. Google Lost

https://dandelion-utilitarian.com/2026/02/17/kagi-won-google-lost.html
1•speckx•11m ago•0 comments

Track AI Agent Traffic to Your Docs

https://hookdeck.com/webhooks/platforms/track-ai-agent-traffic-vercel-log-drains-hookdeck-posthog
1•mooreds•11m ago•0 comments

I tracked my relationships for 6 years. New friends are negative ROI

https://twitter.com/the2ndfloorguy/status/2023377751374188903
1•LordAtlas•12m ago•0 comments

Big Tech's Claims That AI Can Help Fix the Climate Crisis Are "Greenwashing"

https://www.motherjones.com/environment/2026/02/tech-silicon-valley-ai-claims-help-fix-climate-cr...
1•cdrnsf•12m ago•0 comments

Tesla drops 'Autopilot' branding in California after DMV order

https://www.theregister.com/2026/02/18/tesla_drops_autopilot_marketing/
1•holdit•14m ago•0 comments

100% Autonomous "Agentic" Coding Is a Fool's Errand

https://codemanship.wordpress.com/2026/02/18/100-autonomous-agentic-coding-is-a-fools-errand/
1•flail•15m ago•0 comments

Conway's Arcade

https://specialguestx.com/?s=project&p=conway/
1•redbell•18m ago•0 comments

English as She Is Spoke

https://en.wikipedia.org/wiki/English_as_She_Is_Spoke
1•LorenDB•18m ago•0 comments

HN: Alteam: AI hiring assistant(and more)

https://www.alteam.io/alteam-agent
1•elnglr•19m ago•1 comments

Show HN: Nedagram – Transfer Text Over Sound, when internet isn't available

https://nedagram.com/
1•shayanbahal•19m ago•1 comments

Show HN: SNKV – KV store on SQLite's B-tree with 11x less memory than RocksDB

https://github.com/hash-anu/snkv
1•swaminarayan•19m ago•0 comments

The Sheffield supermarket going viral for the symphonic sound of its freezers

https://www.theguardian.com/music/2026/feb/18/the-sheffield-supermarket-going-viral-for-the-symph...
1•CTOSian•19m ago•0 comments

A NASA Engineer Discovered a World of Semi Truck Aerodynamics by Accident

https://www.thedrive.com/news/how-a-nasa-engineer-discovered-a-world-of-semi-truck-aerodynamics-b...
1•PaulHoule•20m ago•0 comments

Show HN: I got frustrated with macOS transcription apps so I built my own

https://whisnap.com/speech-to-text-mac
1•Neolio•20m ago•0 comments

Building a production SaaS with AI as a non-developer

https://caposport.com/blog/how-i-actually-vibe-code
1•ianstrang•21m ago•1 comments