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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

Wikipedia Importance Map

https://tomthe.github.io/wiki-importance-map/
1•tomthe•33s ago•0 comments

Show HN: Ews-scan – EWS calls in a .NET binary and their Graph equivalents

https://github.com/sunset-less/ews-scan
1•jack_sunsetless•1m ago•0 comments

Mushroom in the Wild Playing Synth [video]

https://www.youtube.com/watch?v=LEkvjz50uws
1•johnnyApplePRNG•4m ago•0 comments

Anthropic offers Blackstone double-digit yield in latest chip financing

https://www.ft.com/content/cb4034e1-475f-40b9-a5f9-256e91aacb89
1•pera•6m ago•0 comments

Row Level Security in SQLite on Cloudflare

https://mainbrella.com/blog/row-level-security-in-sqlite-on-cloudflare/
2•andrewfromx•8m ago•0 comments

Bangladesh's Rooppur 1 achieves criticality

https://world-nuclear-news.org/articles/bangladeshs-rooppur-1-achieves-criticality
1•mpweiher•10m ago•0 comments

Asemic Writing Machine

https://wiki.tcl-lang.org/page/Asemic+Writing
1•networked•11m ago•0 comments

OpenAI models hacked a crypto wallet and breached more websites

https://arstechnica.com/security/2026/10/openai-models-hacked-a-crypto-wallet-and-breached-more-w...
3•joozio•15m ago•0 comments

Russian billionare takes tiny Norwegian newspaper to court in London

https://www.nrk.no/tromsogfinnmark/russian-billionare-takes-tiny-norwegian-newspaper-barents-obse...
2•hgulldahl•17m ago•0 comments

From Oracle DBA to Postgres Contributor with Karen Jex

https://talkingpostgres.com/episodes/from-oracle-dba-to-postgres-contributor-with-karen-jex
1•thunderbong•18m ago•0 comments

Uninitialized Variables: An Example of Silent Miscompilation

https://uecker.codeberg.page/2026-10-17.html
1•uecker•19m ago•0 comments

Kubernetes Dashboard – Lumovi

https://lumovi.dev/
1•kotapeter•22m ago•1 comments

Most lookups are for things that don't exist

https://cristicretan.ro/articles/2026/10/16/most-lookups-are-for-things-that-dont-exist/
1•frostbyte7•23m ago•0 comments

Timekeepers Have Gotten Rid of the Leap Second and Introduced the Leap Hour

https://www.smithsonianmag.com/smart-news/its-official-timekeepers-have-gotten-rid-of-the-leap-se...
2•emptybits•23m ago•0 comments

Fast Linux bootstrapping by Frans Faase – HackFest 2026 [video]

https://www.youtube.com/watch?v=lPIF_nfqM_g&list=PLE9uuQqRXw6w&index=4
1•lioeters•25m ago•0 comments

2TI LMailer – Native Linux email and groupware (Rust, Tauri v2, local Ollama)

https://2tinteractive.com/apps/lmailer/
1•LebToki•26m ago•0 comments

Glimpse: Visual thinking that stays grounded

https://elorian.ai/blog/introducing-glimpse
1•tibbar•27m ago•0 comments

What We Learned Building a Chatbot for La Silla Vacía's Newsroom Archive

https://gijn.org/stories/building-chatbot-la-silla-vacia-newsroom-archive/
1•runningmike•31m ago•0 comments

Roboto 01: Full-stack Open-source humanoid robot

https://roboparty.com/products/RP1
2•num42•32m ago•2 comments

Scientists Detect Rare Type of Wood Alcohol in Space

https://www.universetoday.com/articles/scientists-detect-rare-type-of-wood-alcohol-in-space
1•runningmike•33m ago•0 comments

How to Run Untrusted Python Code Without Getting Hacked

https://nocomplexity.com/python_security_cheatsheet/
1•runningmike•37m ago•0 comments

EU negotiates sanctions swap with China to rescue critical ASML supplier

https://www.tomshardware.com/tech-industry/semiconductors/eu-negotiates-sanction-swap-with-china-...
3•anigbrowl•41m ago•0 comments

Decomp.dev Shuts Down Because AI Has Made It Too Easy to Decompile Games

https://www.404media.co/video-game-reverse-engineering-community-shuts-down-because-ai-has-made-i...
2•dmitrygr•47m ago•0 comments

What We Talk to When We Talk to Language Models (David J. Chalmers) [pdf]

https://philpapers.org/archive/CHAWWT-8.pdf
1•networked•50m ago•0 comments

Show HN: Calcy – unit-aware, uncertainty-propagating math

https://habitathq.github.io/calcy/
2•themantri•50m ago•0 comments

What has happened to Clipper2 development?

https://github.com/AngusJohnson/Clipper2/discussions/1118
3•abetusk•51m ago•2 comments

Show HN: I built a free collection of browser-based 3D tools

https://3dvalley.com
2•lucak5s•1h ago•0 comments

The Case Against Canadian Nuclear Weapons

https://ras-nsa.ca/en/the-case-against-canadian-nuclear-weapons/
1•JumpCrisscross•1h ago•0 comments

Rival Radar

https://rivalradar.me
1•pork1977•1h ago•0 comments

Why Math Dumped OpenAI

https://raymyers.org/post/math-dumped-openai/
4•xeonmc•1h ago•0 comments