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ARIA snapshots Playwright for AI agents

https://sudonull.com/aria-snapshots-playwright-for-ai-agents

Learn how Playwright generates semantic YAML ARIA snapshots for web agents. Token optimization, incremental deltas, DOM processing. For middle/senior dev.

React Testing Library: Ditching Snapshots

https://sudonull.com/react-testing-library-ditching-snapshots

Transition from Enzyme to RTL: testing React component behavior, not markup. Checklists, examples, migration. Learn how to write robust tests.

Rsync hardlink for rollback on ext4 Linux

https://sudonull.com/rsync-hardlink-for-rollback-on-ext4-linux

Set up fast system rollback on ext4 without Btrfs/ZFS: rsync + hardlink. Snapshot structure, restore commands, limitations. Instructions for sysadmin.

TrueNAS: file server with ZFS and VPN

https://sudonull.com/truenas-file-server-with-zfs-and-vpn

Setting up TrueNAS on ZFS for reliable storage with remote access via Tailscale/ZeroTier. Snapshots, replication, monitoring. Instructions for developers.

Three Data Aggregation Errors in BI Systems

https://sudonull.com/three-data-aggregation-errors-in-bi-systems

Learn why BI systems lie: mathematical errors in averaging, count distinct, and snapshot metrics. How to build analytics without distortions.

From the web

ChatGPT: Chat, Work, Create & Code with AI

https://chatgpt.com/

Use ChatGPT to answer questions, write, create images, complete work, and code—all in one place. Get started for free or download …

ChatGPT

https://chatgpt.com/auth/?locale=de-DE

Nutze ChatGPT, um Fragen zu beantworten, Texte zu verfassen, Bilder zu erstellen, Aufgaben zu erledigen und zu coden – alles an …

Introducing ChatGPT | OpenAI

https://openai.com/index/chatgpt/

Nov 30, 2022 · We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it …

ChatGPT ist da | OpenAI

https://openai.com/de-DE/index/chatgpt/

Nov 30, 2022 · Wir haben ein Modell namens ChatGPT trainiert, das wie in einem echten Gespräch mit dir interagiert. Dank des …

ChatGPT – Wikipedia

https://de.wikipedia.org/wiki/ChatGPT

1.3Technische Weiterentwicklung. 2Preismodelle und Anwendungsbereiche. 3Partnerschaft mit Microsoft. 4Nutzerzahlen. 5Training. …

ChatGPT - Wikipedia

https://en.wikipedia.org/wiki/ChatGPT

1.8ChatGPT Health.

ChatGPT

https://chatgpt.com/features

Use ChatGPT to answer questions, write, create images, complete work, and code—all in one place. Get started for free or download …

Get started | ChatGPT

https://chatgpt.com/auth/login

Log in or sign up to ChatGPT.

Übersicht | ChatGPT

https://chatgpt.com/de-DE/overview/

Chat Für Fragen, Lernen und Hilfe im Alltag. Lass dir bei alltäglichen Fragen und Ideen helfen – beim Erklären von Konzepten, …

OpenAI | Research & Deployment

https://openai.com/

Try ChatGPT(opens in a new window)Login. OpenAI. What can I help with? Message ChatGPT. Talk with ChatGPTResearchAPI …

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