Field notes and decision memos

Private AI Decision Library

Explore evidence-led notes on where AI should run, what agents need after the demonstration, and how technical mechanisms change workflow economics. Claims are bounded to their workload and evidence.

August 30, 2026AI Agents Workflow Architecture AI Governance

Use the Least Dynamic AI Pattern That Can Complete the Work

Choose among one call, a fixed chain, routing, parallel work, orchestration, and evaluator loops by the runtime discretion the workload actually needs. The pattern-and-authority contract connects goals, state, tools, permissions, verification, budgets, stops, recovery, and evidence before an AI system receives greater autonomy.