Agents, under the hood
Orchestration, planning, evaluation, and the choices that shape agent behavior.
The Agentic Architect with Hugo Guerrero
Notes for the people building the capabilities, context, controls, and operating models behind useful AI agents.
Orchestration, planning, evaluation, and the choices that shape agent behavior.
The machine-accessible capabilities and context that agents can discover and compose.
Identity, governance, observability, and reliability for agents that need to earn trust.
Start here
Generative AI shifts enterprise software from predefined workflows to intent-driven experiences—and makes architecture the foundation of UX.
Read the essayAgentic systems usually fail at the integration layer: context, capabilities, identity, and controls—not at the model.
API infrastructure offers a strong foundation for agentic AI—but only vendors that treat agents as first-class architectural concerns will lead the transition.
Generative AI shifts enterprise software from predefined workflows to intent-driven experiences—and makes architecture the foundation of UX.