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Agentic AI for serious engineers
Labs

Labs

Empirical Lab Reports on agent architecture. Hypothesis, method, results, what we got wrong. Repo + data + seed published with every report.

Every 2-3 weeks
LAB-001 · 2026-05-20

Multi-agent vs router on 100 customer-support queries

87% vs 74%
Router beat multi-agent on accuracy (+3.4pp normalized)

A workflow router beats a 3-agent system on accuracy for sub-5-step support queries, with lower cost and lower latency.