Agentic Engineering
Capability is engineerable.
Two-Time Organization
Structural time cannot be bought.
Capability time can be engineered.
Confuse them.
You collapse.
AOA
Architecture precedes scale. Five layers from strategy to execution.
Strategy
Organizational goals, values, direction. Purely human.
Governance
Authority boundaries, audit, escalation. Humans define rules.
Decision
Architectural control with AI-assisted analysis.
Coordination
Module interaction, task orchestration. AI manages complexity.
Execution
AI agents with full autonomy within boundaries.
Principles
Engineer capability.
Structure autonomy.
Constitutionalize authority.
Implementations
Production-grade AI-native systems. Real users. Real constraints.
PKU Knowledge System
Enterprise knowledge infrastructure with RAG + governance.
Territory
Agentic Engineering is structural.
Those who define structure determine scale.
Disagree if you must.
You cannot ignore.