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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

Magnitude 4.6 Earthquake Rattles Northern California

https://www.nytimes.com/2026/04/02/us/earthquake-california-boulder-creek.html
1•metadat•1m ago•0 comments

Tracing Goroutines in Realtime with eBPF

https://sazak.io/articles/tracing-goroutines-in-realtime-with-ebpf-2026-03-31
1•darccio•1m ago•0 comments

Show HN: Mango – A native, open-source MongoDB GUI. 7 MB, no Electron

https://mangoquery.com/en/
1•amlug•2m ago•0 comments

SmallestAI Integrated with N8n

https://n8n.io/integrations/smallest-ai/
1•sosumit001•2m ago•1 comments

Which European countries have the best salaries after taxes?

https://www.euronews.com/my-europe/2026/04/02/which-european-countries-have-the-best-salaries-aft...
1•andrewstetsenko•3m ago•0 comments

Do Not Leave Valuables in Env (or your AI Assistant may borrow them)

https://thomas.skowron.eu/blog/do-not-leave-valuables-in-env/
1•thomas-skowron•4m ago•0 comments

Daily roll of Bear Blog's top posts

https://bearroll.dev/
1•ZacnyLos•5m ago•0 comments

The Islands That Give Iran a Stranglehold on the Strait of Hormuz

https://www.wsj.com/world/middle-east/iran-strait-of-hormuz-control-islands-44b82207
1•JumpCrisscross•6m ago•0 comments

Claw Code Architecture Explained

1•suprab•6m ago•0 comments

AI search is atomizing our information, warns government digital designer

https://www.theregister.com/2026/04/02/ai_search_is_atomising_content/
1•Brajeshwar•7m ago•0 comments

Every dependency you add is a supply chain attack waiting to happen

https://benhoyt.com/writings/dependencies/
1•benhoyt•7m ago•0 comments

Show HN: I run a full software company solo with Claude Code agents

https://theonemancompany.com/
2•martinovigiani•10m ago•0 comments

ReactOS Shows Improved Stability and 64-Bit Support at Chemnitz Linux Days 2026

https://old.reddit.com/r/reactos/comments/1sa26yu/back_from_chemnitz_linux_days_2026/
2•jeditobe•14m ago•1 comments

Powering the agents: Workers AI now runs large models, starting with Kimi K2.5

https://blog.cloudflare.com/workers-ai-large-models/
1•Topfi•16m ago•0 comments

Show HN: Playcanvas and Gracia 4dgs

https://demo.gracia.ai/playcanvas.html
2•slimbuck•16m ago•0 comments

Claude induced psychosis is now live for all

https://technotes.substack.com/p/claude-induced-psychosis-is-now-live
1•thepoet•17m ago•0 comments

Show HN: I built a small app for FSI German Course

https://detawk.com/
1•syedmsawaid•19m ago•0 comments

The Moon belongs to all of us – not just countries that can afford to reach it

https://www.nature.com/articles/d41586-026-01051-4
1•salkahfi•19m ago•0 comments

Mavetis, a local-first Git security scanner

https://github.com/pimatis/mavetis
1•Queaxtra•19m ago•0 comments

Ask HN: Is it a good idea to create a new Linux distro in 2026?

1•roschdal•19m ago•1 comments

I handed over my dating life to AI. I don't think she'll see me again

https://www.theguardian.com/lifeandstyle/2026/feb/25/i-handed-over-my-dating-life-to-ai-i-dont-th...
2•beardyw•21m ago•0 comments

Inside Nepal's Fake Rescue Racket

https://kathmandupost.com/money/2026/03/27/inside-nepal-s-fake-rescue-racket
1•lode•22m ago•0 comments

Show HN: Clawd Pets – 90 animated SVG pets, pure CSS, no dependencies

https://github.com/abderrahimghazali/clawd-pet
1•ghazalidotdev•23m ago•0 comments

Markdown Ate the World

https://matduggan.com/markdown-ate-the-world/
1•salmon•24m ago•0 comments

'Tinder for Nazis' and the woman who hacked it

https://www.theguardian.com/news/audio/2026/apr/02/tinder-nazi-whitedate-hacked-martha-root-podcast
2•Brajeshwar•24m ago•0 comments

Show HN: UX Surveys – Run SUS, UEQ, UMUX-Lite, and NASA-TLX for Free

https://survey.helloproduct.ai
1•Dahfab•24m ago•0 comments

Every President Tries It. It Never Works

https://www.nytimes.com/2026/04/02/opinion/trump-manufacturing-industry-liberation-day.html
4•zacharyozer•26m ago•1 comments

Agent Responsibly

https://vercel.com/blog/agent-responsibly
2•bocytron•27m ago•0 comments

Humanity-as-a-Service

https://www.asomo.co/p/humanity-as-a-service
1•Gigamouse•28m ago•0 comments

Windows Clipboard Is Unprotected

https://sibexi.co/posts/windows-clipboard-unprotected/
1•ishqdehlvi•30m ago•0 comments