MCP is a JSON-RPC 2.0 protocol. It is not a REST API. It is a conversation between a client and a server. For production, use HTTP+SSE. Stdio only works for local tools. HTTP+SSE lets remote clients ...

Pydantic-AI guarantees the output is always valid JSON with correct fields and types — no broken formats. Used for: Structured data extraction, script generation, business automation. 3️⃣ CrewAI Think ...

The host hands the result to the model so it can keep reasoning, and ultimately gives you an answer. 🧠 JSON-RPC = JSON Remote Procedure Call. Just a tiny format for "here's a function name and some ...

Over the last year and a half, the reasoning models of the world's leading AI labs have grown more sophisticated, better at adhering to instructions, and capable of completing multi-step processes.

Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MC ...