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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

How Madrid built its metro cheaply

https://worksinprogress.co/issue/how-madrid-built-its-metro-cheaply/
1•trymas•2m ago•0 comments

Expand GELI Encrypted Bhyve VM ZFS Disk

https://vermaden.wordpress.com/2026/06/17/expand-geli-encrypted-bhyve-vm-zfs-disk/
1•vermaden•3m ago•0 comments

Guess the Zoomed in Picture

https://www.zoomedinpicture.com
1•onion92•4m ago•0 comments

Flock Compares Itself to Facebook

https://ipvm.com/reports/flock-facebook
1•jhonovich•4m ago•0 comments

Saving a Tiny Endangered Porpoise One Pixel at a Time

https://nautil.us/saving-a-tiny-endangered-porpoise-one-pixel-at-a-time-1282051
1•Brajeshwar•4m ago•0 comments

Keystone 2.0 – A Worthy 2.0

https://blog.tacoda.dev/keystone-2-0-a-worthy-2-0-7c8e043a64f7
1•tacoda•6m ago•0 comments

FTC lawsuit reveals how subscription scam networks evade app store enforcement

https://techcrunch.com/2026/06/17/ftc-lawsuit-reveals-how-subscription-scam-networks-evade-app-st...
2•ilreb•7m ago•0 comments

Show HN: A distributed computing project for finding primes of the form k·2^n−1

https://primecrunch.com/blog/2/hunting-million-digit-primes-from-my-loft
1•andyhedges•8m ago•0 comments

A map of ~250 NYC places where founders and engineers gather

https://dev-match.xyz/nyc
1•royzac•9m ago•0 comments

Show HN: I turned 250 movies into wormholes

https://inside.thecolorsofmotion.com/
1•clarkcharlie03•10m ago•0 comments

Mastodon looks to newsletters to help revive the open social web

https://techcrunch.com/2026/06/17/mastodon-looks-to-newsletters-to-help-revive-the-open-social-web/
1•ZacnyLos•10m ago•0 comments

Turn your AI coding agent into a read-only compliance auditor

https://github.com/bohdan1288-dotcom/ai-audit-orchestrator
1•bohdan_t•10m ago•0 comments

The Impact of Google's Manifest Version 3 Update on Ad Blocker Effectiveness

https://arxiv.org/abs/2503.01000
1•birdculture•11m ago•0 comments

I Bought, and Then Returned a Kobo

https://ishan.co/kobo-2026/
1•speckx•11m ago•0 comments

Made a free macOS menu bar app that fixes typing in the wrong keyboard layout

https://flickey.site
2•tal_alfi•11m ago•1 comments

Ask HN: Do you know anyone at Meta?

3•finefine•12m ago•0 comments

FTC Sues to Stop Sprawling Enterprise Operating Unlawful Subscription Schemes

https://www.ftc.gov/news-events/news/press-releases/2026/06/ftc-sues-stop-sprawling-enterprise-op...
2•ilreb•13m ago•0 comments

New substrate equation found that explains quantum gravity

https://www.youtube.com/watch?v=azE2bhhSbes
1•waveguard•15m ago•1 comments

Write a GUI Interface with Visual Basic that can be used to track an IP address

https://chatgpt.com/share/6a32f955-89f0-83e8-a487-ec4d1083a376
2•xerox13ster•15m ago•1 comments

Agentic coding and persistent returns to expertise

https://www.anthropic.com/research/claude-code-expertise
1•droidjj•19m ago•0 comments

Automatic LLM routing that optimizes cost and speed

https://factory.ai/product/router
1•terezatizkova•19m ago•0 comments

On OpenAI's Support for Rust

https://rustfoundation.org/media/on-openais-support-for-rust/
1•minimaxir•20m ago•0 comments

If AGENTS.md smells ripe, your code won't live up to the hype

https://www.theregister.com/ai-and-ml/2026/06/17/if-agentsmd-smells-ripe-your-code-wont-live-up-t...
1•fallinditch•21m ago•0 comments

ChatGPT's AI Assistant market share <50% as Gemini and Claude grow

https://techcrunch.com/2026/06/16/chatgpts-market-share-slips-below-50-for-first-time/
1•bhouston•22m ago•0 comments

I scored 200 blockchain NPM packages for deprecation and hijack risk

https://chain-audit.netlify.app
2•Heavensinfinite•22m ago•0 comments

AI coding agents taught robots how to install GPUs and cut zip-ties

https://arstechnica.com/ai/2026/06/ai-coding-agents-can-autonomously-direct-robot-training/
2•pseudolus•22m ago•0 comments

The Magic of a Yellow No. 2 Pencil (2019)

https://cartoonresearch.com/index.php/the-magic-of-a-yellow-no-2-pencil/
1•ripe•23m ago•0 comments

SPACs are back, thanks to Wall Street's mega-IPO frenzy

https://www.reuters.com/legal/government/spacs-are-back-thanks-wall-streets-mega-ipo-frenzy-2026-...
1•alephnerd•23m ago•0 comments

HN-ReadTheRoom

https://hn-readtheroom.exe.xyz/
1•indigodaddy•24m ago•0 comments

Show HN: Learn math as a tour of duty in a Martian Navy

https://martiannavy.com
1•novalis78•24m ago•0 comments