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Field notes for building with agents.

Clear, sourced guidance for founders and engineering leaders moving from AI demos to reliable operating systems—without losing control of the work.

5 field notesPrimary sourcesBuilt for operators
OPERATING COREWIZCLAWidea → production
01 / ARCHITECTUREWorkflows vs. agentschoose the autonomy level 02 / ORCHESTRATIONMulti-agent systemscoordinate specialist work 03 / GOVERNANCEHuman gatesplace judgment where it matters 04 / PRODUCTIONEvaluation loopsmeasure and improve outcomes 05 / SECURITYTenant isolationenforce the data boundary

The library

Architecture · production · governance · security

From idea to productionThe WizClaw knowledge path
01 / CHOOSEArchitectureworkflow or agent? 02 / DIVIDEOrchestrationspecialist ownership 03 / CONTROLHuman gatesjudgment at boundaries 04 / PROVEEvaluationquality you can measure 05 / PROTECTIsolationenforce the perimeter 06 / SHIPProductiondeploy · watch · improve
Follow the complete operating path, or enter through the field note closest to the decision in front of you.
01Architecture · 7 min read

Workflow or agent? Choose the simplest system that can own the job.

Not every problem needs autonomy. Learn how task uncertainty, feedback, and risk should determine the architecture.

Read field note → 02Orchestration · 8 min read

When a multi-agent system earns its complexity.

Specialist agents can expand capability, but delegation, context, cost, and evaluation become product concerns.

Read field note → 03Governance · 6 min read

Human gates are part of the architecture.

The useful question is not whether humans stay in the loop. It is where their judgment changes the outcome.

Read field note → 04Production · 9 min read

The eval loop that gets agents to production.

Define success, capture trajectories, grade outcomes, and keep measuring after launch.

Read field note → 05Security · 7 min read

Single-tenant AI: what isolation actually means.

Authentication is not isolation. See how silo, pool, identity, storage, and operations shape the real boundary.

Read field note →