agent orchestration patterns

5 articles · 15 co-occurring · 0 contradictions · 0 briefs

Implies that effective multi-agent systems require hierarchical delegation and context isolation—sub-agents that don't require full context from parent, similar to organizational structure.

Related concepts

multi agent orchestration 5 context window management 3 state persistence across sessions 2 state management 2 tool integration patterns 1 structured context organization 1 safety guardrails 1 rag context window management 1 prompt clarity requirement 1 multi turn context management 1 memory persistence value 1 memory persistence compounding 1 memory persistence across sessions 1 human ai collaboration 1 feedback loops 1

Evidence chain (5 articles, showing 5)

@levie: "There is a limit on human cognition. Even if you're not reviewing everything... supports

Implies that effective multi-agent systems require hierarchical delegation and context isolation—sub-agents that don't require full context from parent, similar to organizational structure.

@Hesamation: LLM agents use static skills. but you can evolve them over time. this paper c... supports

Shows how agent skill evolution requires meta-level oversight and systematic refinement

@RobertJBye: If you're into harnesses, orchestration, sandboxes, and tools. This one is fo... example_of

Claude Managed Agents represents an opinionated approach to orchestrating agent execution with a specialized harness, which is a core orchestration pattern

Context Engineering: 2025's #1 Skill in AI - Decoding AI Magazine supports

Context engineering described as necessary discipline for agents 'juggling multiple data sources, tools' implies context is the infrastructure enabling agent orchestration.

The 2025 AI Agent Index Documenting Technical and Safety Features of Deployed Agentic AI Systems example_of

Paper documents 30 deployed agents which are examples of orchestration patterns in practice; the design choices and ecosystem dependencies reveal how orchestration is being solved

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