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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

Capturing Implicit Feedback from Users

https://langfuse.com/academy/monitoring/capturing-signals
1•clemo_ra•39s ago•0 comments

The White House Tussle to Sway Trump on AI

https://www.wsj.com/tech/ai/inside-the-white-house-tussle-to-sway-trump-on-ai-0043d567
2•tosh•3m ago•0 comments

Introducing GNOME 51, "A Coruña"

https://release.gnome.org/51/
1•coffeeaddict1•4m ago•0 comments

Libinput 1.32 Released with Circular Scrolling Support for Circular Touchpads

https://www.phoronix.com/news/libinput-1.32-Released
1•rbanffy•7m ago•0 comments

ARST ARSW: Star Wars sorted alphabetically (2014) [video]

https://www.youtube.com/watch?v=5GFW-eEWXlc
1•kristianp•7m ago•0 comments

Spiral Galaxies Font

https://erikdemaine.org/fonts/spiralgalaxies/
1•Bluestein•8m ago•0 comments

Noise wants to help everyday people become paid content creators

https://techcrunch.com/2026/09/16/noise-wants-to-help-everyday-people-become-paid-content-creators/
2•soltanov•11m ago•0 comments

Jev means structured output is interesting again

https://www.seangoedecke.com/jev-means-structured-output-is-interesting-again/
1•monkeydust•12m ago•1 comments

Spotify lets parents exclude kids' music from Wrapped and recommendations

https://techcrunch.com/2026/09/15/spotify-finally-lets-parents-exclude-kids-music-from-wrapped-an...
2•soltanov•13m ago•0 comments

Reinventing issue tracking: Local-first and Git-native

https://blog.manganin.dev/blog/reinventing-issue-tracking/
1•mpweiher•14m ago•0 comments

Birdychat Is Now Balsio

https://www.balsio.com/blog/birdychat-is-now-balsio
1•skylurk•15m ago•0 comments

'Born-again' star offers rare chance to watch stellar evolution in real time

https://www.manchester.ac.uk/about/news/born-again-star-offers-rare-chance-to-watch-stellar-evolu...
1•giuliomagnifico•20m ago•0 comments

Show HN: Knowhere-Rebuilds the document structure that chunking throws away

https://github.com/Ontos-AI/knowhere
1•Cindy_Yingxin•20m ago•0 comments

Boox Picco micro e-reader full specs confirmed

https://www.readme.club/news/boox-picco
1•georgefrowny•20m ago•0 comments

Ubuntu 26.10 Amd64v3 Can Provide a Nice Boost for Low-End/Budget Hardware

https://www.phoronix.com/review/ubuntu-2610-amd64v3-lowend
1•rbanffy•26m ago•0 comments

Astra broke a yet unsolved German Army Enigma message from 1941

https://mvueh-enigma-solved.carterl.chatgpt.site/
1•smusamashah•26m ago•2 comments

Nobody pays for open source. We can force them to

https://seldo.com/posts/nobody-pays-for-open-source-we-can-force-them-to/
1•sparshrestha•27m ago•0 comments

Show HN: Speartip.eu – A software launch directory for EU-founders

https://speartip.eu/en/launch
3•janket•27m ago•0 comments

Ray Ozzie and the Optimism of Being Early

https://reproof.app/blog/lotus-notes-history
1•maguay•31m ago•0 comments

An Introduction to Bε-Trees and Write-Optimization [video]

https://www.youtube.com/watch?v=v_g4eZeWAng
1•dchest•33m ago•0 comments

Don't build tools for AI agents

https://www.seangoedecke.com/dont-build-tools-for-ai-agents/
4•gfysfm•40m ago•1 comments

Show HN: Lumikey – Learn to play any YouTube video on the piano

https://lumikey.app/
1•ycombmike•40m ago•1 comments

Show HN: SyntaxCue – local-first AI interview copilot (whisper.cpp and BYOK)

https://syntaxcue.com/how-syntaxcue-captures-system-audio/
1•zetbaur•40m ago•0 comments

Superphenix: A full cloud stack running on your own hardware

https://superphenix.net/
2•mfru•41m ago•0 comments

A DuckDB extension where you can use Jev to do quick classification of rows

https://twitter.com/hamiltonulmer/status/2100370557405667768
1•porridgeraisin•41m ago•0 comments

Show HN: ThreeJS Runtime Performance Optimization Tools for ClaudeCode

https://github.com/wonglok/effectnode-b3-template-code/tree/main/src/runtime-intelligence
2•wonglok831•42m ago•0 comments

Developmental xenocortication using human-derived organoids in mice

https://www.nature.com/articles/s41586-026-11032-2
2•vertigoruntime•43m ago•0 comments

Apple reportedly building server packed with M-series Ultra chips for AI

https://arstechnica.com/ai/2026/09/apple-reportedly-building-server-packed-with-m-series-ultra-ch...
3•rbanffy•43m ago•0 comments

Plasma UI – liquid panels for React that fuse on contact

https://cruxgarden.github.io/plasma-ui/
1•willstepp•44m ago•1 comments

Coding Agent Diaries

https://coding-agent-diaries.netlify.app/
1•berkaycubuk•44m ago•0 comments