🏭 Production Patterns Emerging

Agent systems are shifting from experimental to operational. Key indicators: observability integration, mechanical enforcement, git worktree isolation, and standardized startup sequences.

📈 Stack Consolidation

GitHub trending reveals the winning categories: orchestrators, harness frameworks, coding agents, and evaluation tools. The ecosystem is maturing from fragmented to integrated.

🔧 Implementation Markers

💡 Lab Takeaway

The infrastructure layer is where value accrues. Organizations building harnesses (scheduling, memory, observability, enforcement) will outperform those focused on model selection.