Status: active
Domain: horizontal
Tags: index, ai-pm, horizontal, agents, system-design, supervision
Last updated: 2026-02-16

Supervision — Human Governance of Agent Execution

Patterns for staying in control without micromanaging — approval gates, execution pacing, capability gating, and behavioral observation. How humans govern what agents do at runtime, including the inversion where agents observe human patterns.

Entries

  • Stepwise Task Execution — One-task-at-a-time execution with pause-and-approve checkpoints
  • Progressive Tool Disclosure — Revealing MCP tools in layers to combat choice paralysis and hallucination (+15% accuracy vs flat exposure)
  • Agent-Mediated Self-Reflection — Using agents to observe your behavioral patterns (conflict avoidance, intention-action gaps, unregistered learnings) from digital exhaust

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