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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

I have not written a line of code in five months

https://blog.grod.es/i-have-not-written-a-line-of-code-in-five-months
1•grodes•2m ago•0 comments

BudgetZen

1•ByrsaTeam•2m ago•0 comments

Can 'We the People' Survive the AI Revolution?

https://www.wsj.com/opinion/can-we-the-people-survive-the-ai-revolution-f9154ba1
1•bookofjoe•4m ago•1 comments

Open Source for IBM Z and LinuxONE

https://community.ibm.com/community/user/blogs/elizabeth-k-joseph1/2026/06/18/linuxone-open-sourc...
1•ncruces•4m ago•0 comments

Rethinking vulnerability management in the age of AI and CI/CD

https://blog.apnic.net/2026/06/19/rethinking-vulnerability-management-in-the-age-of-ai-and-ci-cd/
1•jruohonen•11m ago•0 comments

I Was Too Stoned to Configure Nginx Auth and Now My 0Days Are Touring the World

https://twitter.com/YogSoth0/status/2068158039744507993
1•markus_zhang•12m ago•0 comments

Pure Go GUI toolkit built on GoGPU

https://github.com/gogpu/ui
2•porjo•15m ago•0 comments

Pake: Turn any webpage into a desktop app with one command

https://github.com/tw93/Pake
1•thunderbong•16m ago•0 comments

GoPeek – Just hover. No new tabs.

https://microsoftedge.microsoft.com/addons/detail/gopeek/ffaeanmhghmohbponokefmbhfkkomnmk
1•sheelagay•20m ago•2 comments

Terminal and Panel Reorganization in RexIDE

https://www.youtube.com/watch?v=EgvDd6_kidQ
1•tomerbd•26m ago•0 comments

Install F-Droid apps over USB straight from the browser

https://droidstore.megahard.pro/
1•bboygravity•26m ago•1 comments

New studies suggest consciousness exists in organisms without brains

https://iai.tv/articles/new-studies-suggest-consciousness-exists-in-organisms-without-brains-auid...
2•XzetaU8•29m ago•1 comments

I built a WordPress plugin for simple content statistics and stylometry markers

https://github.com/alexboia/ABNET-PostStats
1•alexandruboia•30m ago•0 comments

Iranian Guards' business empire to win big if U.S. sanctions lifted

https://www.reuters.com/world/middle-east/iranian-guards-business-empire-win-big-if-us-sanctions-...
1•JumpCrisscross•31m ago•0 comments

When a Robot Kicks a Child

https://www.law.kuleuven.be/citip/blog/when-a-robot-kicks-a-child-what-humanoid-ai-can-teach-us-a...
1•jruohonen•33m ago•1 comments

UK unveils prototype missiles for Ukraine with no US components

https://www.ft.com/content/78d880ee-f5cd-4f58-ba8d-da8f2193d95a
2•JumpCrisscross•33m ago•0 comments

A Chin-Stroking Mystery: Why Are Humans the Only Animals with Chins?

https://www.smithsonianmag.com/smart-news/chin-stroking-mystery-why-are-humans-ony-animals-with-c...
1•thunderbong•33m ago•0 comments

VLMs cannot automate construction takeoff. The data is not in the drawings

https://andrewngo.dev/writing/the-limits-of-takeoff-automation
1•andrewngo•39m ago•0 comments

Updated UI icons on Wikimedia Foundation sites (including Wikipedia)

https://phabricator.wikimedia.org/T399175
1•exploraz•40m ago•1 comments

How Many Words Are in a 5 Minute Speech

https://fastwordcount.com/blog/how-many-words-in-a-5-minute-speech/
1•mssblogs•40m ago•0 comments

The CP-SAT Primer: Using and Understanding Google OR-Tools' CP-SAT Solver

https://github.com/d-krupke/cpsat-primer/blob/main/README.md
2•scrlk•43m ago•0 comments

A synthetic order analytics pipeline built on CDC from Postgres to ClickHouse

https://github.com/el10savio/ecommrt
1•ugabuga•47m ago•0 comments

An experiment in building accounting around financial actions instead of forms

https://github.com/hisaabo/hisaabo
2•saurabhsinghvi•50m ago•0 comments

Show HN: CoshUI – A backend-agnostic UI engine for Python game development

https://gitlab.com/jylefv/CoshUI
1•jylefv•50m ago•0 comments

The Hardest Kind of Unsafe Rust

https://oxide-and-friends.transistor.fm/episodes/the-hardest-kind-of-unsafe-rust
1•tosh•54m ago•0 comments

Performance Has Layers

https://oxide.computer/blog/performance-has-layers
1•tosh•56m ago•0 comments

The seven methods for delivering instructions

https://claude.com/blog/steering-claude-code-skills-hooks-rules-subagents-and-more
2•twapi•58m ago•0 comments

Rust in Production: ClickHouse

https://corrode.dev/podcast/s06e06-clickhouse/
1•tosh•59m ago•0 comments

Court Transcript Costs

https://hansard.parliament.uk/commons/2023-11-16/debates/942DF7A1-9D96-43A0-AD65-474A0B30BA1D/Cou...
3•mellosouls•1h ago•0 comments

Pappice – a self-hosted support desk in one Go binary

https://github.com/lallero-dev/pappice
1•lallero317•1h ago•1 comments