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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

How Much Is Eight Dollars?

https://defector.com/how-much-is-eight-dollars
1•MaysonL•1m ago•0 comments

The creator of Node.js says the era of writing code is over

https://jpcaparas.medium.com/the-creator-of-node-js-says-the-era-of-writing-code-is-over-8320c868...
2•CharlesW•6m ago•0 comments

Uber, often sued over car crashes, pushes for law to limit lawyer fees

https://www.latimes.com/california/story/2026-01-17/uber-personal-injury-lawsuits-california-law
1•sizzle•12m ago•1 comments

F5 tackles AI security with new platform extensions

https://www.networkworld.com/article/4118696/f5-tackles-ai-security-with-new-platform-extensions....
1•ohjeez•13m ago•0 comments

Uber Pushes to Cap Personal Injury Lawyer Payouts A.G. 25-0022 [pdf]

https://oag.ca.gov/system/files/initiatives/pdfs/25-0022A1%20%28Self%20Dealing%20Attorneys%29.pdf
2•sizzle•15m ago•0 comments

Austrian cow shows first case of flexible, multi-purpose tool use in cattle

https://www.amazon.com/IASEAHK-Cushions-Dining-Chairs-Kitchen/dp/B0DJCT6H9D/ref=sr_1_9?dib=eyJ2Ij...
2•bookmtn•16m ago•0 comments

SearchGuard: How Google detects bots and what the SerpAPI lawsuit reveals

https://searchengineland.com/inside-google-searchguard-467676
3•sans_souse•18m ago•0 comments

Show HN: AlgoSync – A social space for builders to share the "real" tech journey

https://www.algosyncverse.com/
1•lyquochao84•19m ago•1 comments

Netflix Ruined Korean Dramas Forever [video]

https://www.youtube.com/watch?v=p1_j6izmEX4
2•danhite•19m ago•1 comments

Opensync

https://github.com/waynesutton/opensync
1•handfuloflight•19m ago•0 comments

Bank of England 'must plan for a financial crisis triggered by aliens'

https://www.msn.com/en-gb/news/uknews/bank-of-england-must-plan-for-a-financial-crisis-triggered-...
3•matthewsinclair•29m ago•4 comments

EnergyNet Explained: Internetification of Energy Distribution

https://arxiv.org/abs/2509.08152
1•zekrioca•31m ago•0 comments

Scaling long-running autonomous coding

https://simonwillison.net/2026/Jan/19/scaling-long-running-autonomous-coding/
2•srameshc•31m ago•0 comments

Ask HN: Do Hackathons Still Matter in 2026?

3•rafaepta•33m ago•0 comments

React Native Windows v0.81

https://devblogs.microsoft.com/react-native/%f0%9f%9a%80react-native-windows-v0-81-is-here/
1•soheilpro•33m ago•0 comments

AI Is a Horse (2024)

https://kconner.com/2024/08/02/ai-is-a-horse.html
1•zdw•33m ago•0 comments

SolarPunk: Autonomous redistribution system with anti-corporate code

https://github.com/MeekoThaRaccoon/SolarPunk
1•RealSolarPunk•34m ago•1 comments

Ygrep: Fast, local, indexed code search tool optimized for AI coding assistants

https://github.com/yetidevworks/ygrep
1•kristianp•38m ago•0 comments

How to Kill a Fish

https://www.newyorker.com/magazine/2026/01/26/how-to-kill-a-fish
1•mitchbob•40m ago•1 comments

Show HN: NPM install a WASM based Linux VM for your agents

https://github.com/deepclause/agentvm
1•schmuhblaster•42m ago•1 comments

We've Turned Off AI‑Assisted Answers

https://noai.duckduckgo.com/
7•doener•44m ago•1 comments

Volvo EX60: First Gemini-Powered EV vs. BMW iX3 Alexa+

https://www.techradar.com/vehicle-tech/dash-cams/the-worlds-first-gemini-powered-ev-lands-this-we...
2•gfortaine•45m ago•2 comments

London Eye architect proposes 14-mile tidal power station off Somerset coast

https://www.theguardian.com/environment/2025/dec/27/london-eye-architect-proposes-14-mile-tidal-p...
2•PaulHoule•50m ago•0 comments

Prisma-sql – Direct SQL generation from Prisma queries

https://www.npmjs.com/package/prisma-sql
1•multipliedtwice•50m ago•1 comments

Why Walmart still doesn't support Apple Pay

https://9to5mac.com/2026/01/18/heres-why-walmart-still-doesnt-support-apple-pay/
7•CharlesW•50m ago•1 comments

ClovaLink: Enterprise file management without the enterprise price tag

https://github.com/ClovaLink/ClovaLink
1•thunderbong•53m ago•0 comments

Reticulum, a secure and anonymous mesh networking stack

https://github.com/markqvist/Reticulum
16•brogu•54m ago•3 comments

Intelligent Wearable for Dysarthria Recovery Post-Stroke

https://www.nature.com/articles/s41467-025-68228-9
2•gnabgib•55m ago•0 comments

A lightweight orchestrator for running multiple Claude Code agents

https://github.com/dlorenc/multiclaude
1•mooreds•55m ago•0 comments

Show HN: Everything Is a Spectrogram

https://everything-is-a-spectrogram.vercel.app/
1•phantomshelby•55m ago•0 comments