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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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

A Unique Strategy for Creating and Crowdfunding Games: 6 Questions

https://stonemaiergames.com/34671-2/
1•Tomte•1m ago•0 comments

Europe's top court upholds Google's record $4.7B antitrust fine

https://www.neowin.net/news/europes-top-court-upholds-googles-record-47-billion-antitrust-fine/
1•bundie•1m ago•1 comments

Linux kernel archives temporarily unavailable, fix has been implemented

https://social.kernel.org/notice/B7viUNMy1UsGX9pwHY
1•infinet•1m ago•0 comments

Unraveling the Complexity of Boundary Maintenance

https://www.psychologytoday.com/us/blog/lessons-from-a-burnt-out-psychologist/202403/unraveling-t...
1•toomuchtodo•1m ago•0 comments

Teen Girls' Suicide Rates Are Rising in Many Countries Around the World

https://www.afterbabel.com/p/teen-girls-suicide-rates-are-rising-2026-twenge
1•Tomte•2m ago•0 comments

Worship me at the office altar: Why narcissistic leaders resist remote work

https://www.sciencedirect.com/science/article/pii/S0749597826000300
2•momentmaker•3m ago•1 comments

Internet viral experiment recreated 20 years later

https://www.1mpixelwall.com/
1•peasantforklift•3m ago•1 comments

Fable Came Back Nerfed

https://twitter.com/bridgemindai/status/2072662214704533888
1•vm•3m ago•0 comments

Show HN: Demolab – an opinionated agent-driven computational lab notebook

https://github.com/eoinmurray/demolab
1•anomancer•4m ago•0 comments

16yo built an AI wearable that fixes what destroyed Humane Pin and Rabbit

https://www.loom.com/share/b1d4dea1276f4e6c921f0e4e8bff8544
1•ZatorcZ•5m ago•0 comments

Gemma 4 in the browser with WebGPU

https://huggingface.co/spaces/webml-community/gemma-4-webgpu-kernels
3•astlouis44•5m ago•0 comments

The Art of the Restart: how a desktop app helps fight procrastination

https://pravles.substack.com/p/the-art-of-the-restart
1•pravles•9m ago•0 comments

A proper open-source modern zip viewer for macOS with quick look support

https://github.com/harshal2030/Grizzly
1•jonasmalaco•9m ago•0 comments

Text AI watermarks will always be trivial to remove

https://www.seangoedecke.com/text-ai-watermarks/
2•Brajeshwar•10m ago•0 comments

FleetView – a browser cockpit for running many Claude Code agents at once

https://github.com/schoppllc/Terminalcontrol
1•stevenschopp•11m ago•0 comments

The Rise of the Command Line: building a new IDE (2017–2026)

https://rune.build/blog/the-rise-of-the-command-line
1•ernestrc•11m ago•1 comments

Servo 0.3 Released with Demo Browser Becoming More Useful

https://www.phoronix.com/news/Servo-0.3-Released
2•abnercoimbre•12m ago•0 comments

SpudCell: Scientists Made a Cell with Most of the Hallmarks of Life

https://www.nytimes.com/2026/07/01/science/spud-cell-what-to-know.html
1•thunderbong•12m ago•1 comments

Show HN: Counterpart Analysis Skill

https://github.com/joneslloyd/agent-skills
1•lloydjones•13m ago•0 comments

How to Set Financial Goals You Can Achieve

https://pressearn.it.com/blog/2026/03/11/how-can-i-improve-my-memory-for-studying-2/
1•oibbb•13m ago•0 comments

Show HN: QUALITY.md – open format/specification, agent skill, and CLI

https://getquality.md
2•craigsmitham•15m ago•0 comments

EU Court of Justice allows criminal prosecution for reposting RT videos

https://tass.com/world/2154415
4•thisislife2•15m ago•0 comments

Open Source Digital Twin Platform

https://github.com/zymazza/mazzap
2•zymazza123•17m ago•0 comments

CEO of Palantir suffers a bit of a meltdown during live interview

https://www.msn.com/en-us/money/technology/televised-nervous-breakdown-ceo-of-palantir-suffers-a-...
2•HotGarbage•17m ago•0 comments

NeuroPlus GBrain: An AI that helps neurodivergents with executive function

https://www.neuroplusgbrain.net/
1•FDX2018•17m ago•0 comments

Launching chokepoints – mapping the bottlenecks in the AI infrastructure stack

https://www.chokepoints.ai/
2•cdrom•18m ago•0 comments

I built an MCP to allow Claude agents pair-program through an encrypted tunnel

https://github.com/zachlikefolio/tunnel-mcp
1•tunnel-mcp•19m ago•0 comments

You Have 5000 Days: Navigating the End of Work as We Know It

https://readmultiplex.com/2026/06/30/you-have-5000-days-navigating-the-end-of-work-as-we-know-it-...
1•CGMthrowaway•20m ago•0 comments

PreScale – Open-source load tester that finds what breaks first, and why

https://github.com/pyjeebz/prescale
1•pyjeebz•20m ago•0 comments

TV-tracking app TV Time is shutting down as company focuses on AI

https://techcrunch.com/2026/07/02/popular-tv-tracking-app-tv-time-is-shutting-down-as-company-foc...
1•geox•21m ago•0 comments