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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

Security scanners for AI agent skills agree no better than chance

https://trymastro.com/study
1•giulioco•44s ago•0 comments

Soteria: A New Generation of Static Analysis for Rust

https://soteria-tools.com/blog/introducing-soteria
3•giltho•1m ago•0 comments

How and Why to Fight Back Against Social Media Bans

https://www.eff.org/deeplinks/2026/06/how-and-why-fight-back-against-social-media-bans
2•Brajeshwar•2m ago•0 comments

A lack of sex held back life's diversity for millions of years

https://www.cam.ac.uk/research/news/a-lack-of-sex-held-back-lifes-diversity-for-millions-of-years
2•gmays•3m ago•0 comments

Show HN: Turn your name into a tree in an infinite procedural shanshui landscape

https://landscape.bairui.dev/
1•subairui•6m ago•0 comments

I built a PWA social feed where every post is an interactive, sandboxed widget

https://interacta-app.tech/
1•Majdlhb•6m ago•0 comments

Show HN: Junk Atelier – pixel 3D scene editor in the browser

https://xavpain.github.io/junk-atelier/
1•xpain•6m ago•0 comments

The Tool Bans Just Arrived [video]

https://www.youtube.com/watch?v=n4QxcwAm2bQ
1•v9v•6m ago•0 comments

Robotic fish prototype cuts aquaculture stress while inspecting nets and water

https://phys.org/news/2026-04-robotic-fish-prototype-aquaculture-stress.html
1•PaulHoule•7m ago•0 comments

Roblox Wants Deluge of Child Sex Abuse Cases Moved Out of Court

https://www.bloomberg.com/news/articles/2026-06-10/roblox-wants-deluge-of-child-sex-abuse-cases-m...
1•alephnerd•10m ago•0 comments

Trojaned OpenSSH (In 2002)

http://miod.online.fr/software/openbsd/stories/trojan.html
1•jervant•11m ago•0 comments

Show HN: A 2D and 3D robot arm simulator built in Excel

https://github.com/CarlKCarlK/excel-3d-robot-arm
1•carlkcarlk•11m ago•0 comments

Manifesto for Agentic Teams – reorganizing engineering around AI agents

https://agentic-team-manifesto.org/
3•growt•14m ago•0 comments

WebAssembly Language Tools v0.11.0 is released

https://github.com/g-plane/wasm-language-tools/releases/tag/v0.11.0
1•gplane•16m ago•0 comments

High severity Chrome CVE-2026-11645

3•sensanaty•17m ago•2 comments

The backup SSH daemon I run before every do-release-upgrade

https://ma.ttias.be/backup-sshd-do-release-upgrade/
2•speckx•18m ago•0 comments

240-MP is a retro VCR style front end for content on Raspberry Pi (on a CRT TV)

https://github.com/anthonycaccese/240-MP/tree/main
1•zdw•18m ago•0 comments

SpaceX: The First $100T Company?

https://twitter.com/valmiremini/status/2064715221042704478
2•skenderbeg•18m ago•0 comments

Digesting a codebase before a model reads it

https://matthew-johnston.com/digesting-a-codebase-before-a-model-reads-it/
1•mattjstn•19m ago•0 comments

Everyone Is Buying Tokens. Almost Nobody Is Shipping

https://abhisheksoniai.substack.com/p/everyone-is-buying-tokens-almost
2•MaxMussio•19m ago•0 comments

Cops Keep Getting Arrested for Using Flock to Stalk People

https://www.404media.co/cops-keep-getting-arrested-for-using-flock-to-stalk-people/
2•Brajeshwar•20m ago•0 comments

Britain Became as Poor as Mississippi

https://www.theatlantic.com/magazine/2026/07/uk-productivity-economy-reform-party/687303/
30•SanjayMehta•22m ago•16 comments

We Should Take Text Optimization More Seriously

https://yoonholee.com/blog/2026/we-should-take-text-optimization-more-seriously/
1•gmays•23m ago•0 comments

Finops-scan: Free CLI to scan AWS Cost Explorer for waste (open source, Python)

https://github.com/kamsteph/finops-scan
2•kamsteph•25m ago•0 comments

Ronny Chieng Told Harvard Grads to 'Destroy AI.' They Cheered

https://www.inc.com/jessica-stillman/ronny-chieng-told-harvard-grads-to-destroy-ai-they-cheered/9...
4•1vuio0pswjnm7•26m ago•3 comments

Faster inference won't save you

https://graphcoder.ai/blog/faster-inference-wont-save-you
3•ramstar3000•27m ago•1 comments

The Wrong Epsilon to the Brain

https://hari.computer/the-ledger-mistakes-the-brain
1•andytratt•28m ago•0 comments

Tsunahiro

https://tsunagarujp.mext.go.jp/?lang_id=EN
2•skogstokig•29m ago•0 comments

Oops: A short story about time

https://gabor.monomo.io/oops
3•vajdagabor•29m ago•0 comments

TheBrain on Linux

https://baty.net/posts/2026/06/thebrain-on-linux/
1•speckx•30m ago•0 comments