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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

Show HN: Hikaru Labs – A browser-based image toolbox

https://hikarulabs.xyz
1•CFBL•2m ago•0 comments

In Retrospect: Science – The Endless Frontier

https://www.nature.com/articles/466922a
2•teleforce•4m ago•0 comments

Jfsendit – A dead-simple way to send files straight from one browser to another

https://jfsendit.com/
1•coinfused•5m ago•0 comments

Google's YouTube settles social media addiction case with teen

https://www.bbc.co.uk/news/articles/cly81g7x73po
1•vinni2•6m ago•0 comments

New WingTask with TaskWarrior 3 sync support

https://wingtask.com/announcing-new-wingtask
1•Cort3z•9m ago•0 comments

Show HN: SQL MCP Server – 61.37% on DataAgentBench with GLM-5.2

https://github.com/gagarwal304/databridge
1•gagarwal123•11m ago•0 comments

Workdir: Open-source sandboxes for AI agents

https://workdir.dev/
1•handfuloflight•11m ago•0 comments

Digital Dugnad

https://digitaldugnad.eu/en/
1•bronlund•11m ago•0 comments

Israel continues to commit genocide by targeting children in Gaza, UN finds

https://www.theguardian.com/world/2026/jun/23/israel-deliberately-targeting-gaza-children-to-comm...
5•hebelehubele•12m ago•0 comments

"Be Yourself" Only Works for People Who Aren't Annoying

https://www.cartoonshateher.com/p/be-yourself-only-works-for-people
1•Michelangelo11•12m ago•0 comments

SHO HN: RainBreak App Mac – The AI doesn't need a break. But you do

https://rainbreak.franzai.com/
1•franze•12m ago•0 comments

What Happens When Claude Tests Your Web Application?

https://searchzee.com/blog/ai-agent-tests-web-application
1•rajkverma123•13m ago•0 comments

Crypto 2026 Accepted Papers

https://crypto.iacr.org/2026/acceptedpapers.php
1•altro•19m ago•0 comments

Show HN: dk

https://github.com/hq6/dk
1•hq6•22m ago•0 comments

The Importance of Establishing Boundaries with Your DOM: Stealing 1Password Keys

https://guyfischman.com/posts/1password-delegation/
2•guyfischman•27m ago•0 comments

Unreliable Agentic Systems in Production

1•shasyn•28m ago•0 comments

Oxford's top maths professor: 'The devil could use AI to destroy the world'

https://www.telegraph.co.uk/books/non-fiction/interview-oxford-professor-john-lennox/
1•01-_-•29m ago•0 comments

Anthropic Mythos exposed flaws in classified US systems

https://www.channelnewsasia.com/business/anthropics-mythos-model-found-vulnerabilities-in-classif...
2•01-_-•30m ago•0 comments

The Robotics Experiment Loop

https://rerun.io/learn
3•Tycho87•31m ago•0 comments

The $80 Pie Only a Former McKinsey Consultant Could Dream Up

https://www.grubstreet.com/article/jamagansett-pie-hamptons-baked-goods.html
1•Michelangelo11•31m ago•0 comments

Eight vaccines linked to a lower risk of dementia

https://www.gavi.org/vaccineswork/eight-vaccines-linked-lower-risk-dementia
2•u1hcw9nx•33m ago•0 comments

Ask HN: Best full text RSS news sources?

1•walden789•34m ago•1 comments

A desktop wrapper for orchestrating web design AI agents

https://github.com/swiftsellai-ssa/sticky/releases/tag/v1.0.0
1•gabriel_sstech•39m ago•0 comments

Ask HN: What do you do when your one model hits Limit?

1•ZaanCogil•40m ago•0 comments

Lies, Damn Lies and Database Benchmarks

https://questdb.com/blog/lies-damn-lies-and-database-benchmarks/
1•birdculture•41m ago•0 comments

Oracle's 21,000 layoffs help drive its debt-fueled AI investments

https://arstechnica.com/ai/2026/06/oracles-21000-layoffs-help-drive-its-debt-fueled-ai-investments/
2•joozio•43m ago•0 comments

Employee #1: Reddit (2016)

https://www.ycombinator.com/blog/chris-slowe-interview/
1•downbad_•45m ago•0 comments

World Cup 26 Goal Map– every goal, live

https://a-maherr.github.io/wc2026-goalmap/
2•theanonymousone•47m ago•0 comments

Excellent Repairability: Steam Machine Tear-Down and Accessing RAM and SSD [video]

https://www.youtube.com/watch?v=glXA3ObwSwQ
2•jrepinc•47m ago•0 comments

Segregation by Design (Urban Planning)

https://www.segregationbydesign.com
1•kristopolous•48m ago•0 comments