Agentic systems are moving from demos to production. The difference is operational discipline: constraints, evaluation, and observability.
Start with narrow tasks, deterministic tools, and clear failure modes. Add learning only where it measurably improves outcomes.
Ship with telemetry (latency, cost, tool errors) and regression tests for prompts and tool calls.