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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 Ported Kubernetes to the Browser

https://ngrok.com/blog/i-ported-kubernetes-to-the-browser
1•mariuz•32s ago•0 comments

Improving Transparency and Assurance in the Web PKI

https://blog.mozilla.org/security/2026/06/29/improving-transparency-and-assurance-in-the-web-pki-...
1•jruohonen•2m ago•0 comments

Town to City

https://store.steampowered.com/app/3115220/Town_to_City/
1•doener•4m ago•0 comments

Seeing the Future

https://jacksonprice.substack.com/p/seeing-the-future
1•NeedMoreCowbell•4m ago•0 comments

Intastellar Consents

https://www.intastellarsolutions.com/solutions/cookie-consents
1•felixaschultz•7m ago•0 comments

Show HN: Evaluation Context Protocol (ECP)

https://www.evaluationcontextprotocol.io/
1•aniketwattawmar•7m ago•0 comments

Show HN: Capacitor – shared mem for Claude Code, Cursor and other coding agents

https://capacitor.kurrent.io/
1•lougarou•7m ago•1 comments

The Legacy Survey of Space and Time has started, marking a new era in astronomy

https://noirlab.edu/public/es/news/noirlab2616/?nocache=true
1•sega_sai•7m ago•0 comments

Ferrari and BMW join Tesla, China in switch from copper to aluminium

https://www.reuters.com/business/autos-transportation/ferrari-bmw-join-tesla-china-switch-copper-...
2•RaSoJo•7m ago•0 comments

Where Does the Tone Come from in a Microphone Preamp? [video]

https://www.youtube.com/watch?v=K-vIeA7yy6Q
1•BrokenCogs•9m ago•0 comments

Ask HN: It's World Social Media Day. Which current ones you do and don't enjoy?

1•busymom0•9m ago•0 comments

The mise en abyme in the Drowned World by James G. Ballard [pdf]

https://dialnet.unirioja.es/descarga/articulo/10247620.pdf
1•jruohonen•10m ago•0 comments

Codegrain – browser-based PDF/image/data tools, files never leave your tab

https://private-tools.codegrain.dev/en
1•shaidiuk•10m ago•0 comments

So, did Dolly from 'Moonraker' wear braces or not?

https://old.reddit.com/r/skeptic/comments/1uhwkh4/so_did_dolly_from_moonraker_wear_braces_or_not/
2•Teever•11m ago•0 comments

./the-bored-engineer –episode=1

https://github.com/quantumwake/kas
3•boredengineer•12m ago•2 comments

Booz Allen: What's in America's Code? Testing U.S. and Chinese LLMs for Security

https://www.boozallen.com/expertise/cybersecurity/whats-in-americas-code.html
1•jlark77777•13m ago•0 comments

Anonymous researcher drops 0-day 'exploitarium' repo

https://www.theregister.com/security/2026/06/29/anonymous-researcher-drops-0-day-exploitarium-rep...
1•logickkk1•13m ago•0 comments

Supreme Court strikes down executive order ending birthright citizenship

https://www.scotusblog.com/2026/06/supreme-court-strikes-down-trumps-order-ending-birthright-citi...
3•hallole•13m ago•0 comments

Show HN: Don't ask if devs cheat with AI, test if they're good with it

https://tryevaluator.com
3•skyepstein•17m ago•1 comments

The Origin of Continents and Geology's Theory of Everything

https://worksinprogress.co/issue/on-the-origin-of-continents/
1•duffycommaryan•18m ago•0 comments

Scammers Sell Seeds for Exotic AI-Generated Flowers That Don't Exist

https://www.404media.co/scammers-sell-seeds-for-exotic-ai-generated-flowers-that-dont-exist/
3•Brajeshwar•18m ago•1 comments

Show HN: Let your AI agent manage your link in bio

https://keepp.link/keepp-skill/SKILL.md
1•vasanthps•18m ago•0 comments

The Beauty of Tautologies

https://scottsumner.substack.com/p/the-beauty-of-tautologies
1•surprisetalk•18m ago•1 comments

Show HN: FastReact – FastAPI and React Starter Kit for AI SaaS

https://fastreact.dev/
2•turtledevio•19m ago•0 comments

Claude Code Is Steganographically Marking Requests

https://thereallo.dev/blog/claude-code-prompt-steganography
72•kirushik•19m ago•1 comments

OSS Rust Web framework inspired by Nest.js

https://rustnidus.com/
1•Vicbona•20m ago•0 comments

Why don't tech workers see themselves as workers?

https://techwerkers.nl/en/posts/myth-of-middle-class/
4•lowbar•21m ago•5 comments

We encode time in space, and pay in complexity

https://notes.shixiangxi.com/en/docs/dual-world-theory/preface/
3•sxx0•21m ago•1 comments

The Cantillion Effect – Adam Smith Institute

https://www.adamsmith.org/blog/the-cantillion-effect
2•bilsbie•24m ago•0 comments

Everything Easy is Hard Again (2018)

https://frankchimero.com/blog/2018/everything-easy/
5•downbad_•24m ago•1 comments