Section Hub
Tools
Coverage focused on the surfaces agents touch directly: tool calling, context pipelines, memory, schemas, guardrails, and execution boundaries.
Current Reading
Structured Outputs Are Doing More Work Than Most Teams Realize
Structured outputs are not just a formatting upgrade. In real agent systems, they help define typed boundaries around tools, routing, approvals, workflows, and downstream state.
Tool Integration Patterns for Real Agent Systems
Tool integration is a durable agent design problem about boundaries, trust, and execution control. MCP matters, but it is one interface pattern inside a much larger tool story.
How Good Agent Memory Actually Works in Production
Good agent memory is not one vector store plus chat history. It is a governed system for deciding what gets scoped, promoted, compressed, pinned, and retrieved.