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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

Claude Deleted 48k Files

https://web.archive.org/web/20260920145334/https://www.reddit.com/r/ClaudeAI/comments/1wl5cgo/cod...
3•gurjeet•3m ago•0 comments

344,799 Bible cross-references

https://trekhleb.dev/bible-cross-references/
1•trekhleb•5m ago•0 comments

Universe, Drawn in ASCII

https://gcdatlas.vercel.app/
1•abetusk•6m ago•1 comments

First ever 3D animation (40 year old 3D computer graphics Pixar 1972)

https://www.youtube.com/watch?v=T5seU-5U0ms
2•nmstoker•8m ago•0 comments

Things You Notice Rewatching Ed, Edd N Eddy as an Adult

https://noxluneworld.com/darkest-cartoon-network-episodes/
2•makic•9m ago•0 comments

If Frank Lloyd Wright's Falling Water Was a Tree House (2012)

https://weburbanist.com/2012/03/17/if-wrights-falling-water-were-a-tree-house/
2•WarOnPrivacy•29m ago•0 comments

Top AI companies probing security incidents

https://www.axios.com/2026/09/26/openai-anthropic-thousands-ai-security-incidents
3•Balgair•29m ago•0 comments

react-html-3.2

https://jkosoy.github.io/react-html-3.2/
1•jkosoy•30m ago•2 comments

Laser Weapons Will Be Deployed at Cape Canaveral Spaceport to Take Down Drones

https://www.twz.com/news-features/space-force-getting-lasers-to-kill-drones-over-cape-canaveral-s...
2•cisc•31m ago•0 comments

Interpolating Between Neural Networks

https://flx.ai/2026/interpolating-between-neural-networks
1•flxai•31m ago•0 comments

Allegations of sexual harassment and rape at Bay Area AI party houses

https://www.kron4.com/news/technology-ai/report-details-allegations-of-wild-parties-sexual-harass...
4•lukewarm707•51m ago•0 comments

The Duo. No, the Other Duo

https://morrick.me/archives/10418
1•_Microft•52m ago•0 comments

Ask HN: Any books, list of papers, or articles to understand LLM's

1•forkbomb123•55m ago•0 comments

BubbleRumble: The new social for crypto by Jae Kwon

https://bubblerumble.net
2•arielhavila•56m ago•2 comments

Show HN: Newt – A Swift Package for Jev-Style Decisions on Apple Core AI

https://github.com/willswire/swift-newt
2•willswire•58m ago•0 comments

Vibe coding a real product: a 3D game on the App Store, 20 species, zero revenue

https://apps.apple.com/us/app/dinomino/id6809052147
1•kodnuke•1h ago•0 comments

An Underappreciated Problem with Dating Apps

https://www.theatlantic.com/family/2026/09/dating-strategies-apps-matchmakers/688779/
1•paulpauper•1h ago•0 comments

Donald Trump Hit with 26 Articles of Impeachment

https://www.newsweek.com/donald-trump-hit-with-26-articles-of-impeachment-12492238
9•slater•1h ago•1 comments

>1B tokens/minute/GPU by combining query planner and inference engine

https://modal.com/blog/quail-billion-tpm
4•charles_irl•1h ago•1 comments

God's Eye UAP – documented UFO cases on a 3D globe, with the evidence

https://domw99.github.io/Gods-Eye-UAPs/
7•godseyeuap•1h ago•0 comments

This guy bought Amazon. No, I mean the rainforest

https://en.wikipedia.org/wiki/Johan_Eliasch
1•sans_souse•1h ago•0 comments

X Cleanup – on-device iPhone storage cleaner (duplicates, screenshots, videos)

https://apps.apple.com/us/app/x-cleanup-storage-cleaner/id6796765379
1•bashirmo•1h ago•0 comments

How to Entrain Your Circadian Rhythm for Jet Lag

https://www.exfatloss.com/p/how-to-entrain-your-circadian-rhythm
1•paulpauper•1h ago•0 comments

Tyler Cowen: A Doomsday Scenario for American AI

https://www.thefp.com/p/tyler-cowen-a-doomsday-scenario-for
1•paulpauper•1h ago•0 comments

Tcpcat: High-speed TCP port scanner in Go using eBPF and AF_XDP

https://github.com/NycolazSec/tcpcat
1•tcpcat•1h ago•0 comments

People Are Putting Their Phones Down for IRL Interactive Games

https://www.nytimes.com/2026/09/26/style/immersive-interactive-games-chicago-new-york.html
1•mikhael•1h ago•0 comments

Show HN: Withmcp – A quick, system-wide MCP toggle

https://github.com/lava/withmcp
1•HotHotLava•1h ago•0 comments

Solus Linux Adopts Formal AI and LLM Contribution Policy

https://linuxiac.com/solus-linux-adopts-formal-ai-and-llm-contribution-policy/
1•gpi•1h ago•0 comments

Show HN: Leftovers – find the processes your coding agents left running on macOS

https://github.com/arpwal/leftovers
2•arpitagarwal•1h ago•0 comments

Deployment Platform for Vite

https://void.cloud/
2•jcbhmr•1h ago•0 comments