A practical guide to building an AI agent escalation matrix so operators know exactly when to route to support, ops, security, finance, or an owner instead of improvising under pressure.
Posts for: #Production
AI Agent Context Engineering: How to Give Agents the Right Information at the Right Time
A practical guide to context engineering for AI agents: how to structure inputs, retrieval, state, and workflow context so production agents make better decisions with less chaos.
AI Agent Approval Thresholds: How to Decide When a Human Should Step In
A practical guide to AI agent approval thresholds: how to decide which cases can run automatically, which need human review, and how to avoid turning approvals into either a bottleneck or a liability.
AI Agent Cost Guardrails: How to Stop Production Agents From Quietly Burning Budget
A practical guide to AI agent cost guardrails: budget caps, per-run limits, retries, approvals, and the operational controls that keep production agents economically safe.
AI Agent Readiness Review: What to Check Before Production Says Hello
A practical readiness review for AI agents: the checks that matter before a workflow touches real customers, real systems, real money, or real consequences.
AI Agent Go-Live Checklist: The 15 Questions to Answer Before You Flip It On
A practical go-live checklist for AI agents: the 15 questions to answer before a workflow touches real work, real customers, real money, or real systems.
AI Agent Maintenance Windows: How to Change Production Systems Without Surprising Customers
A practical guide to maintenance windows for AI agents: what to change, when to pause work, how to communicate impact, and how to avoid turning routine updates into production incidents.
AI Agent Approval Queue: How to Review High-Risk Actions Without Killing Throughput
A practical guide to AI agent approval queues: what belongs in review, how to design the queue, what reviewers need to see, and how to keep approvals from becoming the bottleneck.
AI Agent Human Override: How to Take Control Without Breaking the Workflow
A practical guide to AI agent human override: when operators should intervene, what controls they need, and how to take over safely without creating more mess than the original problem.
AI Agent Kill Switch: How to Shut Down Bad Behavior Before It Becomes a Customer Problem
A practical guide to designing a kill switch for AI agents, including trigger conditions, scope, rollback paths, human escalation, and production safety checks.