AI Agents
Operations Agents: Separate Diagnosis, Approval, and Execution
Design an auditable workflow for incident evidence, action plans, idempotent execution, and rollback verification.
AI Agents
AI Agents
Data Agents: Executable SQL Is Only the Start of a Trustworthy Answer
Use an advertising analytics example to connect query permissions, metric definitions, scan budgets, and result validation.
AI Agents
Multi-Agent Orchestration: Design Handoffs and Recovery Before Adding Roles
Design task boundaries, evidence contracts, conflict resolution, idempotent recovery, and budgets for a data incident investigation.
AI Agents
Agent Evaluation and Replay: Iterate on Verifiable Outcomes
Build task-level evaluations for operations and data agents, separating answers, actions, and outcomes while versioning replay environments and graders.