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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

A New Hardware Class of 2026

https://www.recordsofthought.com/signal-to-source
1•colinprince•1m ago•0 comments

The Atelier: Craft, Code, and the Coming Guild

https://jamesmunsch.com/words/2026-01-18-the-atelier--craft--code--and-the-coming-guild.html
1•b1n•2m ago•0 comments

Show HN: WhyThere – Compare cities side-by-side to decide where to move

https://whythere.life
1•daversa•3m ago•0 comments

We built an AI coding tool that stores nothing on our servers

https://shakespeare.diy
1•ravenbitcoin•5m ago•1 comments

Central Banks Hit Next Stage in Cross-Border Payment Project

https://www.pymnts.com/news/cross-border-commerce/cross-border-payments/2026/central-banks-hit-ne...
1•shorsher•9m ago•0 comments

NukeCast: If it happened today, where would the fallout go

https://nukecast.com/
1•todd_tracerlab•12m ago•1 comments

Loki Mode: Autonomous System for Claude, Codex and Gemini CLI

https://github.com/asklokesh/loki-mode
1•slogansand•13m ago•2 comments

Don't Wait Until the Midterms. Act Now: FeedbackFridays

3•peerless-app•13m ago•0 comments

Windows 11's Patch Tuesday nightmare: Microsoft says some PCs might not boot

https://www.windowscentral.com/microsoft/windows-11/windows-11s-botched-patch-tuesday-update-nigh...
2•speckx•21m ago•0 comments

It Was One Guy

https://dannyman.toldme.com/2026/01/26/it-was-one-guy/
1•saulpw•24m ago•0 comments

The pandemic's hidden toll: chronic conditions left undiagnosed

https://medicalxpress.com/news/2026-01-pandemic-hidden-toll-millions-chronic.html
1•WaitWaitWha•25m ago•0 comments

Japan Bond Crash Unleashes a $7T Risk for Global Markets

https://www.bloomberg.com/news/features/2026-01-25/japan-bond-market-crash-raises-alarm-for-globa...
1•zerosizedweasle•26m ago•0 comments

Doghot369

https://doghot.app/
1•jdojsinfn•29m ago•0 comments

Tech CEOs attend Amazon-funded "Melania" screening at White House

https://www.hollywoodreporter.com/movies/movie-news/white-house-vip-melania-screening-mike-tyson-...
10•camillomiller•29m ago•2 comments

Preparing Investigators for Trauma Exposure in Digital Forensics

https://www.forensicfocus.com/podcast/preparing-investigators-for-trauma-exposure-in-digital-fore...
1•WaitWaitWha•30m ago•0 comments

ChatGPT Is Pulling Answers from Elon Musk's Grokipedia

https://techputs.com/chatgpt-pulling-answers-from-grokipedia/
1•voxadam•33m ago•0 comments

Werewolf Romance 101: quick trope map and what to watch for

1•XiayMu•41m ago•0 comments

Ted Chiang and What it is like to be an A.I

https://jonathantdneil.substack.com/p/ted-chiang-and-what-it-is-like-to
1•hkhn•46m ago•0 comments

Yarbo autonomous snow blower clearing driveway during storm

https://twitter.com/tommolog/status/2015450792065376656
1•ChrisArchitect•47m ago•0 comments

Compiled Node.js 18 from source on jailbroken iPhone to run Claude Code

1•BryanTheCynic•48m ago•0 comments

Exhalation by Ted Chiang

https://www.lightspeedmagazine.com/fiction/exhalation/
1•hkhn•49m ago•1 comments

Demand Accountability. Impeach Trump. Again

https://www.impeachtrumpagain.org
5•hkhn•50m ago•0 comments

You can just port things to Cloudflare Workers

https://sigh.dev/posts/you-can-just-port-things-to-cloudflare-workers/
1•STRiDEX•52m ago•0 comments

SF Microclimates

https://microclimates.solofounders.com/
1•rmason•55m ago•0 comments

The Cathedral, the Bazaar and the Workshop

https://jamesmunsch.com/words/2026-01-18-the-atelier--craft--code--and-the-coming-guild.html#the-...
1•b1n•59m ago•2 comments

Reflections on Video Game Retail from 1992-1997

https://huguesjohnson.com/features/loser_phase/
1•kristianp•1h ago•0 comments

What Is an AI Data Analyst?

https://www.scoopanalytics.com/ai/ai-data-analyst
2•taylormorgansco•1h ago•0 comments

Show HN: Crowd Forecasting: Simulate expert debates, get probability estimates

https://chatgpt.com/g/g-67efa979a8a081918aae886d92872364-crowd-forecasting
1•vassilbek•1h ago•0 comments

Screen time limits for children are no longer enough, new US report finds

https://www.theguardian.com/us-news/2026/jan/25/screen-time-report
3•Tarsul•1h ago•1 comments

Optimum data transfer from ext4 to FreeBSD using WSL as intermediary

https://sanjayregmi.com/posts/fastest-way-to-copy-ext4-formatted-data-to-freebsd-using-wsl2-as-an...
1•pickup191•1h ago•0 comments