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Table Of Contents
Agentic Architectural Patterns for Building Multi-Agent Systems
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In long, hierarchical agent chains, initial instructions from a top-level orchestrator are often placed at the beginning of the context. As idx_6b1287aesubordinate agents add their own reasoning and data, this critical instruction gets pushed into the middle of the context window.
LLMs often struggle with this "lost in the middle" problem, where they give less weight to information that isn't at the very beginning or end of their prompt.
The Persistent Instruction Anchoring pattern solves this by using special tags to make critical instructions stand out, ensuring theyidx_61f83691 are not forgotten by downstream agents.
In a deep, hierarchical idx_a96c11b2multi-agent system, an initial instruction is passed down a chain of agents. As each agent adds its own reasoning and data, the context window grows, pushing the original instruction further from the high-priority start and end positions.
How...