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Guides for teams that cannot paste their code into someone else's cloud. Deployment in secure environments, reasoning you can audit, and an honest look at the tools you might pick instead.
Getting Started with Fabric
New users setting up for the first time
Download for macOS, Windows, or Linux, sign in, configure your models, and make your first request. Covers BYOK, Fabric-hosted, and self-hosted model setup.
Air-Gapped AI IDE
Defense, government, and regulated industries
How to run AI coding tools in air-gapped, classified, and regulated environments — self-hosted models, fully offline operation, and the deployment architectures that make it work.
Why Transparent AI Reasoning Matters
Teams that need to justify what the AI did
Most AI coding tools show you output without the reasoning behind it. Why visible reasoning changes code quality, and what it means for audit trails and enterprise accountability.
Best AI Coding Tools in 2026
Anyone still choosing a tool
An honest comparison of Cursor, GitHub Copilot, Windsurf, Fabric, Replit, and Bolt — features, pricing, and real limitations, including where each one is the wrong choice.
What is Vibe Coding?
Developers adopting an AI-first workflow
Describing intent in natural language and letting AI write the implementation. When it works, when to be careful, and how to keep the costs predictable.
See how Fabric compares
Side-by-side breakdowns against the AI IDEs you are most likely weighing, including where each of them is the better fit.