MCP 2026-07-28: The Stateless Rewrite Explained
The newest MCP specification removes sessions, the initialize handshake, and SSE resumability. What breaks, what …
Read articleTags
Architecture
RAG, Tools, or Long Context? A Decision Framework
Three ways to get enterprise knowledge into an agent, each with different failure modes. A decision framework based on …
Read articleAI Agents and Legacy Systems: The Other 80%
MCP assumes a modern API on the other end. Most enterprise value sits behind SOAP, batch jobs, and green screens. How to …
Read articleThe AI Agent Canvas: Design Agents on One Page
A structured design tool for translating business requirements into agent architecture — before you write code. Nine …
Read articleHow Do AI Agents Work? Architecture, Components, and Patterns
AI agents combine large language models with tools, instructions, and memory to perceive, reason, and act autonomously. …
Read articleAgentic Solution Patterns: From Chatbots to Multi-Agent Systems
Four enterprise agentic patterns — from chatbots to multi-agent systems. The real unlock is combining deterministic and …
Read articleThe Four Dimensions of Agent Autonomy
Why ‘how autonomous is your agent?’ is the wrong question—and what to ask instead. A framework for …
Read articleTasks, Skills, and Tools: The Essential AI Agent Framework
Learn the three core components every production AI agent needs: tasks define what to do, skills define how, and tools …
Read articleAI Agent Orchestration Patterns: Single, Sequential, Parallel, and Hierarchical
Choosing the right orchestration pattern is one of the most consequential decisions in AI agent architecture. Compare …
Read article