Anthropic provides its user manual for scaling agents: layers, tokens, reliable execution

Two engineers from Anthropic publish field lessons: for an agent that needs to scale, it's no longer the model that limits, but the harness. Three pillars: layers, budget, execution.

Jul 15, 2026 at 12:34 7 5