Agents
Building production-grade AI agents
Move beyond demos with evaluation, oversight and operability.
AI Playbook2026-07-1818 min readadvanced
Executive takeaway
Production agents need explicit tools, evaluation, human oversight and cost/latency budgets — not only prompt cleverness.
In this briefing
- Agent architecture choices
- Evaluation and red-teaming
- Human-in-the-loop patterns
- Operational risks
Why it matters
Agent failures are operational and reputational, not only model-quality issues.
AI EngineerProduct ManagerConsultant
Turn insight into action
Read the full analysis, then continue into a playbook or framework.