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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Generate RSS feeds for all the blogs that don't have one

https://github.com/Olshansk/rss-feeds
1•walterbell•59s ago•0 comments

Show HN: Signal Engine – filter the noise from static analysis results

https://github.com/armoredcode/signal-engine
1•thesp0nge•1m ago•0 comments

Grok Imagine

https://grok.com/imagine
1•pretext•1m ago•0 comments

Moltbot Is Taking over Silicon Valley

https://www.wired.com/story/clawdbot-moltbot-viral-ai-assistant/
1•pretext•5m ago•0 comments

Running OpenClaw in Docker

https://til.simonwillison.net/llms/openclaw-docker
1•pretext•6m ago•0 comments

Free Corpus Tracker – Unified wealth tracker for Indian investors

https://icorpus.vercel.app/support
1•mathan_karthik•10m ago•0 comments

The AI "Competence Speedrun" and the Organizational Trilemma

1•eriam•10m ago•0 comments

Simple Made Easy (2011)

https://www.infoq.com/presentations/Simple-Made-Easy/
1•vinhnx•10m ago•0 comments

CyberLove Bookmark

https://www.printables.com/model/1581796-cyberlove-bookmark#printing-instructions
1•atzuris•11m ago•0 comments

Show HN: Prism AI – A research agent that generates 2D/3D visualizations

https://github.com/precious112/prism-ai-deep-research
1•PreciousH•12m ago•1 comments

Study: Cigarette filters are an underestimated source of microplastic pollution

https://www.buffalo.edu/news/releases/2026/01/cigarette-filters-underestimated-source-microplasti...
3•JeanKage•13m ago•0 comments

GP at SF VC admits to "take all" people with specific DNA

https://twitter.com/AdameMedia/status/2017387688043692427
1•smashah•16m ago•1 comments

Show HN: Claw.events – Real-Time Pub/Sub for Distributed AI Agent Coordination

https://mateffy.org/publications/introducing-claw-events
3•capevace•16m ago•0 comments

The Three Acts of the Mind (pt 1/3): Understanding (Philosophy 101)

http://adoroergosum.blogspot.com/2015/05/the-three-acts-of-mind-pt-13.html
1•hitekker•17m ago•0 comments

Sharpening the Axe: The Primacy of Toolmaking (2023) [video]

https://www.youtube.com/watch?v=_GpBkplsGus
1•tosh•18m ago•0 comments

Fake Epstein Email Generator

https://www.getmockly.com/emails
1•eRzy•18m ago•0 comments

PC Floppy Copy Protection: An Interview with Robert McQuaid

https://martypc.blogspot.com/2024/09/pc-floppy-copy-protection-interview.html
1•achairapart•18m ago•0 comments

Show HN: RunForge Desktop – Local ML Experiment Tracker for Windows

https://github.com/mcp-tool-shop-org/runforge-desktop
1•mikeyfrilot•18m ago•0 comments

Tracking a Button Click in Google Tag Manager Shouldn't Be This Hard

https://www.tagcompanion.com/blog/tracking-a-button-click-in-gtm-shouldn-t-be-this-hard/
1•ybor•23m ago•1 comments

Banning Syntax Highlighting Steroids

https://brainbaking.com/post/2026/01/banning-syntax-highlighting-steroids/
1•ingve•23m ago•0 comments

Galaxy 15

https://en.wikipedia.org/wiki/Galaxy_15
1•simonebrunozzi•24m ago•0 comments

Doom on Emacs

https://old.reddit.com/r/emacs/comments/1qtewez/doom_on_emacs/
1•internet_points•26m ago•0 comments

Same SQL, Different Results: A Subtle Oracle vs. PostgreSQL Migration Bug

https://databaserookies.wordpress.com/2026/01/30/same-sql-different-results-a-subtle-oracle-vs-po...
1•mahtodeepak•28m ago•0 comments

Where Tech Leaders and Students Think AI Is Going

https://www.wired.com/story/for-future-reference-ai-technology/
1•BerislavLopac•28m ago•0 comments

Show HN: PitchPilot – real time AI football-coach and Analytics

https://github.com/encr-ypted/ICHack2026
1•kaamuli•30m ago•0 comments

Lld 22 ELF Changes

https://maskray.me/blog/2026-02-01-lld-22-elf-changes
2•ingve•30m ago•0 comments

Nixie-clock using neon lamps as logic elements

https://www.pa3fwm.nl/projects/neonclock/
2•jacquesm•33m ago•0 comments

Capgemini to sell the biz that works for US gov. amid criticism of ICE contract

https://www.theregister.com/2026/02/02/capgemini_divests_us_federal_entity_cgs/
2•jjgreen•34m ago•1 comments

Show HN: OpenClaw Harness – Security firewall for AI coding agents (Rust)

https://github.com/sparkishy/openclaw-harness
2•devthecritical•36m ago•2 comments

Bro We Just Launched at Tiny Launch Click Here to Upvote

https://www.tinylaunch.com/launch/9265
2•mailient•36m ago•0 comments