What is an agent harness?
Why production agents need memory scope, token accounting, tool policy, and evals.
guides · practical context
Guides for governed AI agents.
Short, engineering-first notes on agent harnesses, MCP tool safety, Frappe AI, and memory boundaries for long-running assistants.
Start here
Four useful entry points.
MCP agent harness with token visibility
How MCP servers become safer when routed through policy, result caps, and ledgers.
Frappe AI with DocType-aware retrieval
Why ERP agents need DocTypes, fields, workflows, roles, and permissions in context.
Governed memory for long-running AI agents
How tenant, workspace, user, and session boundaries prevent useful memory from becoming risky.