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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

Users have created a tool to fix firmware issues with the Audeze Maxwell 1

https://github.com/kats1123/maxwell-balance-and-firmware-tool
1•ilitirit•1m ago•0 comments

What ClickUp's mass layoff tells us about the future of work

https://techcrunch.com/2026/05/25/what-clickups-mass-layoff-tells-us-about-the-future-of-work/
1•01-_-•1m ago•0 comments

America's schools face a backlash on digital devices

https://apnews.com/article/school-screen-time-technology-edtech-07958fb159c7cfbceb7bfdb37b2bb726
1•01-_-•2m ago•0 comments

Multi-Agent LLM Orchestration with Docker Compose and MCP

https://github.com/PacktPublishing/Operational-AI-with-Docker
1•harsh_manvar•5m ago•0 comments

Show HN: skills-for-humanity – 171 structured reasoning skills for Claude Code

https://github.com/human-avatar/skills-for-humanity
1•finnworks•14m ago•0 comments

A Portentous Reunion

https://bcantrill.dtrace.org/2026/05/25/a-portentous-reunion/
1•cafkafk•15m ago•0 comments

Ask HN: Some Sensible Alternative to Openrouter?

1•EbNar•18m ago•3 comments

How to Make Python 3 Print() Output UTF-8 to stdout

https://www.pythontutorials.net/blog/how-to-make-python-3-print-utf8/
1•ankitg12•18m ago•0 comments

Ask HN: Is anyone working at least 4 hours daily on an Apple Vision Pro?

4•widenrun•23m ago•0 comments

Logseq Doctor: heal your flat old Markdown files before importing to Logseq

https://github.com/andreoliwa/logseq-doctor
2•ankitg12•29m ago•0 comments

Secureblue Goes SUID-Less

https://github.com/secureblue/secureblue/releases/tag/v4.9.1
1•Ganipote•32m ago•0 comments

Why Is It So Hard to Be Ordinary?

https://www.newyorker.com/culture/open-questions/why-is-it-so-hard-to-be-ordinary
2•littlexsparkee•39m ago•1 comments

One of my reliable signs that an early-stage company is in trouble

https://xcancel.com/marcrandolph/status/2057995577133351413?s=20
1•wapasta•40m ago•0 comments

Ask HN: Best Free Local STT?

2•thillel•40m ago•3 comments

John Cleese on Creativity in Management [video]

https://www.youtube.com/watch?v=Pb5oIIPO62g
2•kristiandupont•45m ago•0 comments

Why and How to Run Local Models in Zed

https://zed.dev/blog/local-ai-in-zed
3•ciconia•48m ago•0 comments

Ask HN: Is Codex serving worse models or is it just the harness getting worse?

2•thillel•48m ago•1 comments

Gelatine Sculpt Benefits for Weight Loss – Expert Guide 2026

https://finance.yahoo.com/sectors/healthcare/articles/gelatine-sculpt-exploding-2026-viral-142500...
1•rafyzaro•50m ago•0 comments

The CRPG Renaissance, Part 1: Fallout

https://www.filfre.net/2025/01/the-crpg-renaissance-part-1-fallout/
1•frogulis•54m ago•0 comments

Will MySpace ever lose its monopoly? (2007)

https://www.theguardian.com/technology/2007/feb/08/business.comment
8•downbad_•55m ago•1 comments

America's schools face backlash on digital devices as screens saturate classroom

https://www.boston25news.com/news/technology/americas-schools/XFNZQ73AT4Y3RCPO5A4AV3A6SU/
3•1vuio0pswjnm7•1h ago•0 comments

A New Typst Template for Pandoc

https://imaginarytext.ca/posts/2025/typst-templates-for-pandoc/
1•ankitg12•1h ago•0 comments

Show HN: Desktop GUI sandbox for AI agents and MCP servers

https://github.com/rednakta/nilbox
1•rednakta•1h ago•0 comments

Show HN: Versionparser – Java library for working with versioning schemes

https://github.com/cthing/versionparser
1•baron1405•1h ago•0 comments

You don't need all the LLM benchmarks

https://alex.smola.org/posts/34-benchmark-selection/
1•matt_d•1h ago•0 comments

How to Make xt850 Match xt 850

https://manticoresearch.com/blog/how-to-make-searches-like-xt850-match-xt-850/
1•snikolaev•1h ago•0 comments

Tech CEOs summoned to Congress for another hearing on social media's risks

https://apnews.com/article/tech-ceos-senate-hearing-zuckerberg-8c2c46758fd669e688170f96fa12a882
3•1vuio0pswjnm7•1h ago•0 comments

Noioaapps – our tools keep you informed (a dream)

https://medium.com/luminasticity/noioaapps-our-tools-keep-you-informed-43db36175f5d
1•bryanrasmussen•1h ago•0 comments

GPT Image 2 left me amazed but exhausted – so I built a little tool

https://imagesv2.ai
2•taoji•1h ago•0 comments

The terrifying rise of schoolboys making AI girlfriends

https://www.telegraph.co.uk/news/2026/05/25/schoolboys-ai-girlfriends/
3•Markoff•1h ago•2 comments