Essays on MCP infrastructure, tool governance, context management, and building agent-friendly systems.
Your agent can't load every tool schema. Here's how dynamic discovery keeps context lean and selection fast.
Context pollution is the silent killer of agent reasoning quality. Learn how compression and materialization solve it.
Serial tool calls waste I/O. Here's how to parallelize MCP execution and cut response times by 3x.
MCP is a protocol, not a runtime. As tool ecosystems grow, a runtime layer becomes essential infrastructure.
When you have 10,000 tools, discovering the right one is harder than calling it. Tool governance is the missing piece.