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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Patients listed as dead after major NZ health app MediMap hacked

https://www.1news.co.nz/2026/02/24/patient-data-changed-as-major-nz-health-app-medimap-hacked/
1•speckx•4m ago•0 comments

OpenClaw passes React in amount of stars on GitHub

https://twitter.com/openclaw/status/2028347703621464481
2•helloplanets•4m ago•0 comments

A misconception I had about OpenClaw

https://nathanielkaiser.xyz/2026-03-01openclaw.html
1•jombib•4m ago•0 comments

Agents are ushering in the Antisocial Coding era

https://justin.searls.co/posts/agents-are-ushering-in-the-antisocial-coding-era/
1•mooreds•5m ago•0 comments

Open Source, SaaS, and the Silence After Unlimited Code Generation

https://worksonmymachine.ai/p/open-source-saas-and-the-silencex
1•mooreds•5m ago•0 comments

Show HN: AutoPiP – Safari extension for automatic PiP on tab switch (v2)

https://github.com/vordenken/AutoPiP
1•whatsthatabout•5m ago•1 comments

How to Release Music to Spotify

https://anonyxghost.com/blog/post?id=7
2•anonyxghost•6m ago•1 comments

Show HN: Photon – Rust pipeline that embeds/tags/hashes images locally w SigLIP

https://github.com/hejijunhao/photon
2•pgbouncer•6m ago•1 comments

Bots Direct World – Politicians,Superstars,Fenomens,Companies

https://medium.com/@5XBeatz/how-bots-direct-world-politicians-superstars-fenomens-companies-629ab...
1•ALIABBASABASOV•6m ago•0 comments

Palantir and AI in Charge

https://keinpfusch.net/palantir-and-ai-in-charge/
4•tenaka18•8m ago•0 comments

Boston Cooked the Golden Goose

https://garryslist.org/posts/boston-cooked-the-golden-goose
1•mooreds•9m ago•0 comments

HN Skins: Read Hacker News in Style

https://github.com/susam/hnskins
1•blenderob•9m ago•0 comments

Newly identified brain circuit and cells link prior experiences to appetite

https://medicalxpress.com/news/2026-02-newly-brain-circuit-cells-link.html
1•PaulHoule•9m ago•0 comments

XProtect Behavioral Flop

https://melomac.com/posts/xprotect-behavioral-flop/
1•GavinAnderegg•9m ago•0 comments

Show HN: Computer Agents – AI Agents That Work While You Sleep

https://computer-agents.com
1•janlucasandmann•11m ago•0 comments

Never Snooze a Future

https://jacko.io/snooze.html
1•oconnor663•11m ago•0 comments

Show HN: Problem-Driven AI – Build AI products starting from the problem

https://www.problemdriven.ai
1•NoamMorrissey•11m ago•0 comments

FARS – An end-to-end Automated research system

https://analemma.ai/blog/introducing-fars/
1•ccdesu•12m ago•1 comments

Real-time global intelligence dashboard for news and geopolitical monitoring

https://github.com/koala73/worldmonitor
1•sreekanth850•13m ago•1 comments

Donut Labs Drops High Temperature Performance Report [pdf]

https://pub-4515714b5b4743f58cf78e0f2d2548da.r2.dev/VTT_CR_00124_26.pdf
1•sagyam•13m ago•2 comments

Why My AI Needs His Own Operating System

https://theblairwitchprojects.substack.com/p/why-my-ai-needs-his-own-operating
1•sg17gweedo•14m ago•1 comments

Vibecoding for UXR: Improving Project Execution Workflow with Microtools

https://www.thevoiceofuser.com/some-thoughts-on-vibecoding-for-uxr-improving-project-execution-wo...
1•fcpguru•15m ago•0 comments

Building a code search engine with Turso

https://turso.tech/blog/building-a-code-search-engine-with-turso
1•mci•16m ago•0 comments

JSON Documents Performance, Storage and Search: MongoDB vs. PostgreSQL

https://binaryigor.com/json-documents-mongodb-vs-postgresql.html
1•BinaryIgor•18m ago•0 comments

Microslop Manifesto

http://microslop.com/
14•gostsamo•18m ago•1 comments

Show HN: Homebutler – Manage multiple servers from chat, single binary

https://github.com/Higangssh/homebutler
3•swq115•19m ago•0 comments

Open source registries don't have enough money to implement basic security

https://www.theregister.com/2026/02/16/open_source_registries_fund_security/
4•bmitch3020•19m ago•0 comments

Figaro: Control fleets of Claude Code and Computer Use agents remotely

https://github.com/byt3bl33d3r/figaro
1•byt3bl33d3r•20m ago•0 comments

Show HN: Crmux – A Vim-like TUI to manage multiple Claude Code sessions in tmux

1•maedanao•21m ago•0 comments

Gitzy is now on TestFlight A modern, native iOS Git client

https://testflight.apple.com/join/SB16NCfr
2•marc0janssen•22m ago•1 comments