ModelRefs / Canonical Agent Patterns — Library

Canonical Agent Patterns — Library

The canonical agent-pattern registry: planning, tool-use, memory, multi-agent, reflection, safety, observability, and deployment patterns with components, control-flow, failure modes, and model compatibility.

What this reference supports

Canonical Agent Patterns — Library: This hub organizes related ModelRefs references into a crawlable starting point. Use it to narrow the problem, identify relevant profiles or guides, and continue into detailed evidence and implementation material.

Canonical Agent Patterns — Library: Items are connected across models, providers, benchmarks, workflows, tools, and guides. Those relationships explain where an option fits, what it depends on, and which adjacent decisions still need validation.

Canonical Agent Patterns — Library: Catalogue presence is not an endorsement or universal ranking. Compare candidates against your own requirements and review each page's sources, freshness notes, limitations, and coverage gaps.

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Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to Canonical Agent Patterns — Library.