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I managed a day and a half on Windows 11

https://old.reddit.com/r/Fedora/comments/1poapiq/i_managed_a_day_and_a_half_on_windows_11/
2•sipofwater•3m ago•0 comments

Belarusian Secret Service spied on cell phones

https://www.zeit.de/digital/2025-12/belarus-spionagesoftware-handy-app-opposition
2•doener•4m ago•0 comments

The Complete Bash Scripting Course-Full Length Guide to Learning the Bash Shell [video]

https://www.youtube.com/watch?v=Sx9zG7wa4FA
1•thunderbong•5m ago•0 comments

India unveils a homegrown dual-core 1GHz RISC-V processor, the DHRUV64

https://www.theregister.com/2025/12/17/dhruv64_india_homegrown_processor/
2•JoachimS•7m ago•0 comments

UK sex offenders may have to tell police about social media and dating accounts

https://www.theguardian.com/uk-news/2025/dec/16/sex-offenders-police-social-media-dating-accounts...
1•chrisjj•9m ago•0 comments

From pr0n to playlists and paperclips, trio of breaches spills data of millions

https://www.theregister.com/2025/12/16/trio_of_breaches/
1•JoachimS•9m ago•0 comments

Introduction to Jock

https://docs.jock.org
1•Antibabelic•10m ago•0 comments

Can I delete the Chrome's OptGuideOnDeviceModel safely? It's taking up 4GB

https://superuser.com/questions/1930445/can-i-delete-the-chromes-optguideondevicemodel-safely-its...
1•bluehex•12m ago•0 comments

AI: A Semiclassical Synthesis of Objective Collapse and Galactic Dynamics

https://drive.google.com/file/d/1yE3Yamp_qX46J1keVFvvqztV69QjNZI_/view?usp=drive_link
1•d4rkn0d3z•13m ago•1 comments

Nvidia's B200: Keeping the CUDA Juggernaut Rolling, Verda (Formerly DataCrunch)

https://chipsandcheese.com/p/nvidias-b200-keeping-the-cuda-juggernaut
1•JoachimS•13m ago•0 comments

React2Scan: Scan vulnerable Next.js instances across your infra

https://github.com/miggo-io/react2scan
1•mmarian•14m ago•0 comments

Pam Like a Pro. Lock yourself out of your Linux machine, then get back in

https://collininfosec.com/terminal-tales-pam-like-a-pro/
1•bjourne•19m ago•0 comments

Maquina Components: Opinionated Ul for Rails Applications

https://maquina.app/blog/2025/12/announcing-maquina-components-opinionated-ul-for-rails-applicati...
1•amalinovic•21m ago•0 comments

A Minimal Viable Change Readiness Assessment

https://adrianhoward.com/posts/change-readiness-assessment/
1•adrianhoward•22m ago•0 comments

Show HN: An interactive visual explorer for STARK zero-knowledge proofs

https://floatingpragma.io/starklab/
1•berndtzl•23m ago•0 comments

Intelligence and Practice in Chess Development

https://www.chessable.com/blog/chess-science-in-the-making/
1•sebg•23m ago•1 comments

Show HN: I built an OpenTelemetry extension that shows traces as rain in the sky

https://github.com/theletterf/otel-sonifier
1•theletterf•24m ago•0 comments

Germany's war against Russian Deepfake

https://medium.com/@Emmey-S/why-germanys-new-deepfake-war-is-ukraine-s-biggest-victory-since-hima...
2•datelligence•25m ago•1 comments

'Magical' galaxy frogs disappear after reports photographers destroy habitat

https://www.theguardian.com/environment/2025/dec/17/galaxy-frogs-disappear-photographers-habitat-...
1•n1b0m•26m ago•0 comments

Show HN: WhatDayIsIt – Hover over any date to see the day of the week

https://chromewebstore.google.com/detail/whatdayisit-date-highligh/cfkjhomjejdhjnhnkbcjamdfjkkpebec
1•faja•26m ago•0 comments

Instader project is closed due to maintainer Kia in Russo-Ukrainian war

https://old.reddit.com/r/Instander/comments/1ph9wkf/important_instander_project_is_closed_eol/
2•NalNezumi•29m ago•0 comments

Photography Composition: The Definitive Guide (2018)

https://antongorlin.com/blog/photography-composition-definitive-guide/
1•Tomte•30m ago•0 comments

Fear and Loathing of the English Passive (2010)

http://www.lel.ed.ac.uk/~gpullum/passive_loathing.html
2•Tomte•30m ago•1 comments

Heating Costs Expected to Rise 9.2% This Winter

https://www.nytimes.com/2025/12/17/business/energy-environment/winter-heating-costs-increase.html
2•fleahunter•32m ago•0 comments

Convolution: The secret behind filtering

https://thewolfsound.com/convolution-the-secret-behind-filtering/
2•frozenseven•32m ago•0 comments

Tortured Metaphors

https://dwyer.co.za/static/tortured-metaphors.html
1•sixhobbits•32m ago•0 comments

LG TV users baffled by unremovable Microsoft Copilot installation

https://www.tomshardware.com/service-providers/tv-providers/lg-tv-update-adds-non-removable-micro...
4•JumpCrisscross•33m ago•1 comments

Australia's Alex Carey reprieved by Snicko operator error

https://www.bbc.co.uk/sport/cricket/articles/c0mpjw7g7nko
1•ColinWright•33m ago•0 comments

Building a password-based netcat that works without listening ports or known IPs

https://github.com/threatexpert/gonc
1•gonc•33m ago•1 comments

Frontier of the Year 2025: A dashboard for real scientific progress

https://frontier2025.netlify.app/
3•csantini•35m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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