Field notes from the agent frontier.
THE OPERATOR'S BRIEF - What we learn shipping AI agents into real enterprise workflows, published every week.
Latest articles
Why most enterprise agent pilots stall at the demo stage
The gap between a convincing prototype and a production agent is organizational, not technical - here is how to close it.
Designing approval gates that keep agents fast and auditors happy
A practical pattern for human checkpoints that satisfies compliance without turning your agent into a ticketing queue.
The real cost model of agent-run back-office operations
How to price agent workflows against headcount, error rates, and cycle time - with a framework your CFO will actually accept.
Retrieval is not enough: grounding agents in systems of record
Agents that act on stale context cause incidents - connecting them to live ERP and CRM state changes everything.
Rolling out agents without triggering an org-chart panic
Change management lessons from deployments where the teams affected became the loudest champions.
Evals as contracts: how we regression-test agent behavior
Treating evaluation suites like API contracts lets enterprises upgrade models without re-certifying every workflow.
What procurement teams should ask every agent vendor
Twelve questions that separate durable agent platforms from thin wrappers - and the answers that should worry you.
Observability for autonomous workflows: tracing decisions, not just requests
Standard APM tooling misses what matters in agent systems - a look at the decision-level telemetry we ship by default.