🏭 Production Markers

Agent systems showing operational characteristics: observability integration, mechanical enforcement, standardized startup sequences, and clean handoff protocols.

📈 Stack Consolidation

💡 Lab Takeaway

The infrastructure layer is where competitive advantage lives. Model capability is a commodity; harness design determines outcomes.