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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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

Einstein's Letter to President Roosevelt – 1939

https://www.atomicarchive.com/resources/documents/beginnings/einstein.html
1•chistev•46s ago•0 comments

Cost of AI Slop in Software Development Report

https://www.qawolf.com/blog/cost-of-ai-slop-in-software-development-report
1•TheAnkurTyagi•1m ago•0 comments

Coding Memory Helps Agents Reuse Engineering Experience

https://twitter.com/AgentMemoryL/status/2096799172112556146
1•IreneAI•3m ago•0 comments

Political Bias in AI Is No Longer a Matter of Opinion. Now It Can Be Measured

https://latticeflow.ai/lp/political-bias-framework
1•duguyue100•6m ago•1 comments

The Great Unwind

https://revyl.com/blog/the-great-unwind/
1•mbokinala•9m ago•0 comments

Turing Lab - Browser Turing Machine simulator (With fast compiled engine)

https://turingsimulator.pages.dev/
1•GopalOr•13m ago•0 comments

Google released Artemis for AI-driven Android automation

https://github.com/google/artemis
1•fourfire•17m ago•0 comments

Student suspended for bringing coffee to class in act of 'civil disobedience'

https://www.fox5ny.com/news/student-suspended-bringing-coffee-class-act-civil-disobedience
1•madihaa•20m ago•0 comments

Show HN: Salmon – tray and desktop alerts for systemd services and custom checks

https://github.com/dimonomid/salmon
1•dimonomid•20m ago•0 comments

Demystifying the PCIe and CPU address space translation in Linux

https://community.nxp.com/t5/i-MX-Processors-Knowledge-Base/Demystifying-the-PCIe-and-CPU-address...
1•ankitg12•24m ago•0 comments

A new privacy savy openrouter

https://openrouter.ai/docs/guides/features/in-region-routing
1•gvieri•25m ago•1 comments

Categorize Everything All at Once

https://iev.ee/blog/categorize-everything-all-at-once/
2•dmit•26m ago•0 comments

Alan Kay's Answer To – Is AGI a Software Problem or a Hardware Problem?

https://www.quora.com/Is-AGI-a-matter-of-new-paradigm-shifts-in-softwares-or-is-current-hardware-...
2•atomicnature•28m ago•0 comments

Billvy|Accounting software for business owners

https://getbillvy.com/
1•sabahatghauri•29m ago•0 comments

Show HN: Musslop – turn any track into adaptive game-style music loops

https://github.com/Siziff/musslop
1•s131ph•29m ago•0 comments

I Put Nam A2-Lite Inside an iRig HD X

https://playtaurus.com/blog/i-put-nam-a2-lite-inside-an-irig-hd-x
2•arbayi•29m ago•0 comments

Show HN: On-device detector for fake lossless audio files (iOS)

https://apps.apple.com/us/app/lacquer-hi-res-flac-verifier/id6784889034
1•monsterx•32m ago•0 comments

Fractal basins trap latent reasoning

https://arxiv.org/abs/2609.04963
1•wil3•37m ago•0 comments

Omarhy's work on Mac support, independent of Asahi

https://omarchy.org/news/2026/09/introducing-omarchy-m/
3•cromka•39m ago•1 comments

Elm-CRDT – Pure-Elm Conflict-Free Replicated Data Types

https://github.com/gampleman/elm-crdt/
3•TheWiggles•39m ago•0 comments

Lepton: Steam's tool for running Android games on Linux

https://gitlab.steamos.cloud/frame-public/lepton
1•NN708•39m ago•0 comments

Andrew Feldman on Building Cerebras and the Future of Chips [video]

https://www.youtube.com/watch?v=HFOhG1jH2tk
2•tosh•40m ago•0 comments

Anthropic's proposed AI watchdog METR has deep ties to Effective Altruism

https://nypost.com/2026/09/15/business/anthropic-ceo-dario-amodeis-handpicked-ai-watchdog-has-dee...
3•ilumanty•44m ago•1 comments

Find every missing music royalty in under 5 minutes (and fix the issues)

https://www.usemogul.com/royalty-finder
1•JeffPon•46m ago•0 comments

EU Floats Canada Becoming the Bloc's First 'Associate Member'

https://www.bloomberg.com/news/articles/2026-09-16/eu-proposes-canada-become-the-bloc-s-first-ass...
43•helsinkiandrew•46m ago•53 comments

More people are seeking emergency care for gambling and it's mostly men and boys

https://www.cbc.ca/news/health/gambling-addiction-emergency-visits-9.7344691
6•rdmuser•48m ago•0 comments

Mistral X Mozilla: Private, Multilingual AI Browsing

https://mistral.ai/news/mistral-x-mozilla/
5•vertigoruntime•49m ago•0 comments

Coding Agents Have Converged: Why the SWE-Bench Leaderboard Can No Longer Order

https://arxiv.org/abs/2609.17394
2•sbulaev•50m ago•0 comments

AI safety beyond the frontier labs: uncensored local models

https://languageops.com/blog/ai-safety-pdoom-local-vs-frontier/
1•luxpir•51m ago•0 comments

An updated look for the Raspberry Pi Desktop

https://www.raspberrypi.com/news/an-updated-look-for-the-raspberry-pi-desktop/
1•mariuz•57m ago•2 comments