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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

Nvidia reportedly halts GeForce RTX 5090 production in favor of data center GPUs

https://www.tomshardware.com/pc-components/gpus/nvidia-reportedly-halts-geforce-rtx-5090-producti...
1•elorant•1m ago•0 comments

KubeNPU Per-Pod NPU/GPU Usage on Kubernetes via eBPF

https://github.com/jrzayev/kubenpu
2•rzcavid•6m ago•0 comments

A city-building game in which the city would prefer you didn't

https://housing.over.pizza/
1•JumpCrisscross•6m ago•0 comments

Yet another open source tool to display air quality in Europe and Middle East

https://coperni.azukibeans.dev/places/
1•marcopavanelli•10m ago•0 comments

Kiesel JavaScript Engine v0.4.0

https://linus.dev/posts/kiesel-devlog-15/
1•ErenayDev•10m ago•0 comments

Show HN: prx – Automated PR Reviews in macOS Menu Bar

https://github.com/vs4vijay/prx
1•vs4vijay•11m ago•0 comments

Trump calls for stop to attacks on Russian oil refineries, Zelenskyy replacement

https://www.politico.com/news/2026/10/10/trump-zelenskyy-russia-ukraine-01115841
5•MilnerRoute•12m ago•3 comments

Ario – a bounded agent runtime where a local PASS cannot become global truth

https://zenodo.org/records/23132717
1•SepehrGhanbari•12m ago•0 comments

I am so tired of startups doing worse than me

1•sankde•13m ago•4 comments

Show HN: Tutor, a self-hosted LLM tutor that teaches you your books or docs

https://github.com/demetrius-edelin/tutor
1•edelind•14m ago•0 comments

Oksana Masters: From Chernobyl victim to 24-medal paralympic medalist

https://whyy.org/episodes/oksana-masters-went-from-chernobyl-to-the-paralympic-podium/
1•dxs•17m ago•0 comments

OpenAI's Astra model is shockingly good at robotics

https://www.understandingrobots.org/p/openais-astra-model-is-shockingly
1•gmays•17m ago•0 comments

Cyber Resilience Guide: Zero Trust, AI Security and Ransomware Recovery

https://phpscientist.com/blog/cyber-resilience-implementation-guide-ai-ransomware-zero-trust/
1•senthil_kr•20m ago•0 comments

AI Browser Agents: SEO, Security and Implementation Playbook for 2026

https://phpscientist.com/blog/ai-browser-agents-seo-security-implementation-playbook-2026/
1•senthil_kr•21m ago•0 comments

Try On-Device AI with FM

https://eclecticlight.co/2026/10/10/try-on-device-ai-with-fm/
1•frizlab•21m ago•0 comments

Is AI conscious? Anthropic says 'maybe'

https://www.machinesociety.ai/p/why-anthropic-thinks-claude-might
2•mikelgan•22m ago•0 comments

A domain by any other name

https://kgolubic.com/posts/does-your-top-level-domain-matter/
1•taubek•23m ago•0 comments

Ask HN: MS Outlook login without an extra email address

2•narevent•24m ago•0 comments

Investigating unintended model actions in our evaluations and internal use

https://www.anthropic.com/research/investigating-unintended-model-actions
2•based2•26m ago•0 comments

Show HN: I made Leisure Suit Larry 1 multiplayer co-op

https://matrix.davor.se/lsl/
1•davorb•28m ago•0 comments

Cloudflare acquires Deno to improve its Workers programming model

https://techcrunch.com/2026/10/10/cloudflare-acquires-deno-to-improve-its-workers-programming-model/
1•sbulaev•31m ago•0 comments

Tehas: A Pi Software Factory

https://tehas.app/
1•velmu•35m ago•0 comments

Niall Ferguson and Balaji on Reinventing Education [video]

https://www.youtube.com/watch?v=QYhM0w5EFR0
2•simonebrunozzi•35m ago•0 comments

Show HN: Pale Engine – a Doom-like game created by Opus 5.5

https://triptych.github.io/web-games-andrew/game-054/index.html
1•triptych•38m ago•0 comments

Rolling Release Distros Superior to LTS in the Patch-Heavy GenAI Era?

https://www.phoronix.com/news/Rolling-Releases-GenAI-Era
1•dxs•38m ago•0 comments

50MB operating system can resurrect your old PC

https://www.makeuseof.com/this-50mb-operating-system-can-resurrect-your-old-pc/
3•makerdiety•39m ago•0 comments

Tools for Thought

https://cel.cs.brown.edu/csci-1377-s26/
3•smartmic•43m ago•0 comments

The state of AI-assisted reverse-engineering of Apple Macs

https://github.com/aurora-silicon/linux/discussions/70
2•cromka•46m ago•0 comments

Integrated Circuits, AI, and Wallabies

https://walkingtheworld.substack.com/p/integrated-circuits-ai-and-wallabies
1•dxs•47m ago•0 comments

Build Fast, Ship Slow

https://viaknox.com/blog/fast-to-build-slow-to-ship
1•pjpoulose•47m ago•0 comments