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Briefings for production AI teams

Practical notes on agentic systems, GraphRAG, evaluation, controls, and moving beyond demos.

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Building harnesses, not just agents

Designing evaluation-first systems that earn the right to act.

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Latest briefs

Agentic workflowsDesigning agentic systems that remain reliable under changePrinciples for decomposing work, coordinating agents, and preserving guardrails at scale.May 16, 2024 · 8 min readRAG / GraphRAGWhen GraphRAG outperforms vector searchA practical guide to relationship-aware retrieval for complex enterprise knowledge.May 13, 2024 · 9 min readEvaluationBeyond accuracy: what to measure in production AIA framework for comprehensive evaluation across quality, safety, and business impact.May 6, 2024 · 7 min readControlsHuman-in-the-loop patterns that scaleApproval strategies and escalation paths for high-stakes, agent-driven workflows.Apr 29, 2024 · 6 min readView all briefs