Map-Reduce Splits and Reconciles Work
A map stage applies comparable work to independent partitions; a reduce stage combines results under explicit rules. Partition boundaries and reconciliation determine whether context is lost.
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AI Agent Graph Engineering
Graph Engineering for AI Agents
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Related
Chunking Preserves Answerable Context
In this situation—passing retrieved passages and citations into an answer node—which choice best applies “Data Flow Answers What Moves”?
Prompt Chaining With Typed Handoffs
AND-OR Graphs Separate Required and Alternative Subgoals
Concurrency Control Protects Shared State
In this situation—checking policy, factual support, and style on the same draft—which choice best applies “Parallelism Requires Independent Work and a Join”?