AI Agents
AI Agent Shadow Mode Pilots: Comparing Delegation Before Authority
How to run AI agents in shadow mode so teams can compare suggested work against real human workflows before granting …
Agent Operations
AI Agents
AI Agent Quality Gates: Moving Work From Draft to Trust
How to design AI agent quality gates that separate draft work, verification, approval, execution, and release without …
AI Agents
AI Agent Memory Audits: Reviewing What Delegates Remember
How to audit AI agent memory so durable context stays useful, stale preferences are pruned, sensitive material is not …
AI Agents
AI Agent Evaluation Data Stewardship: Keeping Test Suites Worth Trusting
How to maintain AI agent evaluation data with source provenance, realistic cases, leakage control, freshness reviews, …
AI Agents
AI Agent Access Reviews: Keeping Least Privilege Current
How to review AI agent access over time so tools, credentials, data sources, queues, and approval paths stay aligned …
AI Agents
AI Agent Exception Taxonomy: Naming The Cases That Should Not Continue
How to classify AI agent exceptions so blocked, risky, ambiguous, duplicate, stale, and authority-crossing cases stop, …
AI Agents
AI Agent Workspace Hygiene: Keeping Delegated Work Contained
How to keep AI agent workspaces clean, scoped, resumable, and reviewable without trampling unrelated files, temporary …
AI Agents
AI Agent Workflow Discovery: Finding the Work Worth Delegating
How to find agent-worthy workflows before building them, by studying real work paths, context movement, exception …
AI Agents
AI Agent Source Provenance: Keeping Evidence Attached to the Work
How to keep source evidence, tool results, uncertainty, and version context attached to AI agent outputs so reviewers …
AI Agents
AI Agent Rollback and Recovery: Designing a Way Back
How to design AI agent workflows with reversible changes, stop controls, snapshots, compensating actions, recovery …
AI Agents
AI Agent Capability Inventories: Knowing What the Delegate Can Really Do
How to keep a practical inventory of an AI agent's tools, permissions, model lane, context sources, review needs, and …
AI Agents
AI Agent Trigger Design: Deciding When a Delegate Should Start
How to design safe AI agent triggers from inboxes, schedules, webhooks, queues, and manual requests without creating …