memory state persistence

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

Subagents with 'strong prompt, tools, memory and permissions' requires persistent state across generations—directly relevant to context compounding across sessions.

Related concepts

tool integration patterns 3 prompt engineering 2 tool use function calling 1 tool integration 1 task decomposition 1 system prompt architecture 1 system architecture for ai 1 react pattern 1 planning task decomposition 1 multi agent orchestration 1 model context protocol 1 context window management 1 constraint based generation 1 code generation 1 agent specialization 1

Evidence chain (3 articles, showing 3)

@IntuitMachine: Nice collection of tips supports

Subagents with 'strong prompt, tools, memory and permissions' requires persistent state across generations—directly relevant to context compounding across sessions.

How AI Agents Work: Architecture and ReAct Cycle [2026] - GuruSup example_of

ReAct Step 2 describes LLM checking memory for 'previous interactions with this customer'—demonstrates how state carries across turns rather than resetting

LLM context engineering bootcamp | Lecture 4 - YouTube supports

MCP servers can manage state and persistence; bootcamp likely covers how MCP enables this compounding intelligence pattern

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