Agent Security Audit - Agent Security Audit

Best AI Agent Frameworks for Production Teams

A practical, production-readiness shortlist of AI agent frameworks, with tradeoffs for orchestration, human review, observability, and deployment.

A synthetic monitoring checklist for AI agents covering critical journeys, expected outcomes, tool checks, test accounts, and alerts.

How to maintain an AI agent policy change log for safety rules, tool permissions, retention, escalation, tests, and approvals.

A cost regression testing guide for AI agents covering per-task cost, baselines, retry loops, model routing, and budget gates.

A post-launch review checklist for AI agents covering production behavior, failures, escalations, costs, monitoring, and next actions.

A support handoff template for AI agents covering user goals, evidence, attempted actions, risk level, next steps, and outcome logging.

How to define customer data boundaries for AI agents across retrieval, prompts, tools, logs, retention, and tenant isolation.

A rollback drill guide for AI agents covering failure scenarios, rollback units, timing, evidence, and runbook updates.

A release gate checklist for AI agent changes covering scope, tests, blockers, monitoring, owners, and release evidence.

A practical checklist for reviewing AI agent identities, tool scopes, inherited access, approval gates, and evidence before production.