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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

~75% of Psychology Claims Are False

https://unsafescience.substack.com/p/75-of-psychology-claims-are-false
1•mpweiher•1m ago•0 comments

Gas Town: From Clown Show to v1.0

https://steve-yegge.medium.com/gas-town-from-clown-show-to-v1-0-c239d9a407ec
1•MrBuddyCasino•3m ago•0 comments

SimCity Enhanced – review by LGR [video]

https://www.youtube.com/watch?v=zRfpuaHuzDY
1•nodesocket•3m ago•0 comments

Hacker News UI

1•Katlaszlo•6m ago•2 comments

urt.one – are you the one?

https://urt.one
1•stagas•12m ago•0 comments

Minimum Viable Bureaucracy (2019)

https://acko.net/blog/minimum-viable-bureaucracy/
1•DavidPiper•18m ago•0 comments

UniFi Design Center

https://design.ui.com
1•ksec•30m ago•0 comments

Plentiful, high-paying jobs in the age of AI

https://www.noahpinion.blog/p/plentiful-high-paying-jobs-in-the-ff9
1•gmays•33m ago•0 comments

Simonw on Lenny's Podcast

https://www.youtube.com/watch?v=wc8FBhQtdsA
1•doppp•41m ago•0 comments

European Tech Map – European Tech Alternatives

https://europeantechmap.eu/
1•giuliomagnifico•42m ago•0 comments

WTFM – I found Anthropic's pub fix for AI policy comp, then built it myself

https://mpdc.dev/wtfm/
1•ParanoidRV•45m ago•0 comments

Sheets, terminal based spreadsheet tool

https://github.com/maaslalani/sheets
1•marcuskaz•48m ago•0 comments

Paint a Street

https://paintastreet.com/
3•internetguy•48m ago•0 comments

The humanoid company that ships

https://updates.prototypecap.com/p/the-humanoid-company-that-actually
1•JoiDegn•50m ago•0 comments

Mini-Presenter

https://github.com/mitsuhiko/mini-presenter
1•doppp•55m ago•0 comments

Xiaomi MiMo releases token plan

https://platform.xiaomimimo.com/#/docs/news/token-plan-release
1•gainsurier•59m ago•0 comments

EmDash is not what the WordPress community requires

https://yosisubo.com/notes/emdash-is-not-what-the-wordpress-community-requires/
1•alprado50•1h ago•0 comments

A simplified presentation of Einstein's unified field equations (1929)

https://www.gutenberg.org/cache/epub/78343/pg78343-images.html
1•petethomas•1h ago•0 comments

Cleer AI – Phone-Triggered Desktop Automation with Zero Setup

https://cleer.archonic.dev
1•ypadamat•1h ago•0 comments

Can servers use elicitation for HITL scenarios?

https://realarcherl.github.io/posts/mcp_security/
1•ArcherL•1h ago•0 comments

Dlarc: The Radio Geek's Doomscrolling Antidote

https://www.radioworld.com/news-and-business/news-makers/dlarc-the-radio-geeks-doomscrolling-anti...
1•petethomas•1h ago•0 comments

A Rave Review of Superpowers (For Claude Code)

https://emschwartz.me/a-rave-review-of-superpowers-for-claude-code/
2•emschwartz•1h ago•0 comments

It's Time to Take Down Your Smart Cameras [video]

https://www.youtube.com/watch?v=UMIwNiwQewQ
4•latchkey•1h ago•1 comments

Emacs ATX April 2026 meetup [video]

https://www.youtube.com/watch?v=465GSalM6oI
4•iLemming•1h ago•0 comments

The Whispering Earring

https://gwern.net/doc/fiction/science-fiction/2012-10-03-yvain-thewhisperingearring.html
1•shpat•1h ago•0 comments

Microsoft Readies $10B AI Investment Plan in Japan

https://www.bloomberg.com/news/articles/2026-04-03/microsoft-drafts-10-billion-investment-plan-in...
2•petethomas•1h ago•1 comments

Pool compute to run powerful open models

https://docs.anarchai.org/
1•gasull•1h ago•0 comments

Show HN: Minimal Brain Teaser Web Game (Handcrafted, No AI)

https://mehuleo.github.io/encircle/
2•arttaboi•1h ago•0 comments

Government of Verdis

https://verdisgov.org/
2•skogstokig•1h ago•0 comments

Microdrive Anatomy(2008)

https://www.hjreggel.net/hdtechdat/hd-anatomy.html
1•o4c•1h ago•0 comments