Defined term / workflow

Autocompact

The pass that summarizes cold rollout segments into typed memory entries to bound the context window.

Definition

Long investigations would otherwise blow the context. Autocompact (packages/agent/src/kernel/autocompact.ts) summarizes cold segments into typed memory entries that preserve citations, decisions, and case-state references while shedding raw bytes. The full rollout remains replayable from durable records.

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The Agent Runtime

How SimPilot acts like an engineering agent: phases, typed events, tools, approvals, subagents, and replay.

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Memory & Recall

Durable, classification-aware memory that lets the agent learn across cases without leaking context across tenants.

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