How MCP Works: The Model Context Protocol Explained
The Model Context Protocol turns bespoke AI integrations into a standard interface. Here is the architecture, the three primitives, the handshake, the security model, and a working server.
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The Model Context Protocol turns bespoke AI integrations into a standard interface. Here is the architecture, the three primitives, the handshake, the security model, and a working server.
Cursor and Windsurf are both VS Code forks with agents built in, and they solve the same problem with opposite philosophies. Here is which one fits which developer.
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Eight AI coding tools assessed against criteria that matter in real repositories: context handling, agent reliability, review workflow, and cost predictability.
Claude Code puts an agent in your terminal that can read, edit and test a real codebase. Here is how it works, how to configure it safely, and how to use it on real work.
We help companies pick the right AI tools, wire them into existing systems and avoid the ones that quietly do not scale. Tell us what you are trying to build and we will tell you what we would use — no charge for the conversation.
The AI signal without the hype — new models, tools worth your time and what actually shipped. One email, no vendor pitches.