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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Even Linus Torvalds is vibe coding now

https://www.zdnet.com/article/linus-torvalds-vibe-coding-ai/
1•isaacfrond•43s ago•0 comments

Working with Ruby Threads

https://workingwithruby.com/wwrt/intro
1•gmac•1m ago•0 comments

The Day AI Defeated Google (As Its Own Owner)

https://ai-404.medium.com/the-day-ai-defeated-google-as-its-own-owner-2fc1372cd2cc
1•martinambrus•1m ago•0 comments

Operation Tailwind War Crime

https://en.wikipedia.org/wiki/Operation_Tailwind
1•barrister•2m ago•0 comments

macOS 26's Cut Corners

https://daringfireball.net/2026/01/resizing_windows_macos_26
1•7777777phil•4m ago•0 comments

Burroughs B21 / Convergent AWS Vintage Computer Restoration – Dr. Scott M. Baker

https://www.smbaker.com/burroughs-b21-convergent-aws-vintage-computer-restoration
1•rbanffy•6m ago•0 comments

My AI resources packed together

https://mind-sculptor-engine.lovable.app/
1•tvali•7m ago•1 comments

I asked Opus 4.5 to make a Rust implementation of PyNNDescent

https://twitter.com/leland_mcinnes/status/2009738982712627433
1•tomthe•9m ago•1 comments

The Foundation Every Design System Gets Wrong

https://www.designsystemscollective.com/spacing-systems-the-foundation-every-design-system-gets-w...
2•vednig•12m ago•0 comments

Klarna boss backs interest rate cap on credit cards

https://www.thetimes.com/business/companies-markets/article/klarna-boss-backs-trump-10-percent-in...
1•petethomas•14m ago•0 comments

Show HN: Oubli – Persistent fractal memory for Claude Code

https://github.com/dremok/oubli
1•dremok•18m ago•0 comments

Helping promote the Lax programming language

1•Mavox-ID•29m ago•3 comments

Show HN: Stove – Kotlin-first E2E testing for JVM Back end apps(Ktor,SpringBoot)

https://github.com/Trendyol/stove
1•osoykan•30m ago•0 comments

In Memoriam: The Academic Journal

https://ieeexplore.ieee.org/document/11134631
1•jruohonen•30m ago•0 comments

Agnostic library without code, only specs and tests

https://github.com/dbreunig/whenwords
1•nesk_•31m ago•0 comments

State of DataHaskell Q1 2026

https://www.datahaskell.org/blog/2026/01/12/state-of-datahaskell-q1-2026.html
4•todsacerdoti•33m ago•0 comments

Show HN: Shorta – analyze a YouTube Short → generate a storyboard → re-film

https://shorta.ai
1•eguitarz•36m ago•0 comments

Ask HN: Are you paying for AWS support, and is it worth the cost?

1•oriettaxx•40m ago•1 comments

Agent-browser by Vercel: Browser automation CLI for AI agents

https://github.com/vercel-labs/agent-browser
1•handfuloflight•41m ago•0 comments

Norway reaches 97% EV sales as EVs now outnumber diesels on its roads

https://electrek.co/2026/01/02/norway-reaches-97-ev-sales-as-evs-now-outnumber-diesels-on-its-roads/
2•smurda•42m ago•0 comments

/R/Atlanta Has New Mods: Here's What Happened

https://old.reddit.com/r/Atlanta/comments/1qbabii/ratlanta_has_new_mods_heres_what_happened/
2•echelon•43m ago•1 comments

How and for Whom Using Generative AI Affects Creativity: A Field Experiment

https://psycnet.apa.org/fulltext/2026-29702-001.html
1•EagnaIonat•43m ago•0 comments

Comitis Capital announces the acquisition of Threema

https://comitiscapital.com/news/comitis-capital-announces-the-acquisition-of-threema
1•colinprince•45m ago•1 comments

Show HN: Speaking Time Calculator – Estimate speech duration from text

https://speakingtimecalculator.org
1•pandaupup•46m ago•0 comments

Node.js fs polyfill for browser using OPFS

https://www.npmjs.com/package/@componentor/fs
1•steffanhalv•47m ago•0 comments

Where Have All the Pithiatics Gone?

https://sydneyreviewofbooks.com/reviews/where-have-all-the-pithiatics-gone
1•prismatic•51m ago•0 comments

India demands crypto outfits geolocate customers, get a selfie to prove real

https://www.theregister.com/2026/01/13/india_crypto_kyc_aml_update/
1•Brajeshwar•51m ago•0 comments

How Brain waves shape our sense of self

https://news.ki.se/how-brain-waves-shape-our-sense-of-self
1•XzetaU8•53m ago•0 comments

Asus ROG Zephyrus Duo 2026: Twin 16:10 3K OLED screens

https://rog.asus.com/laptops/rog-zephyrus/rog-zephyrus-duo-2026/spec/
2•jskherman•54m ago•1 comments

Render AI Image Generator: A Practical Guide

https://vocus.cc/article/6965fbc1fd89780001ff86a4
1•architech_willy•56m ago•0 comments