Deterministic Control
Pin system messages and dynamically trim history with mathematical precision. Never lose track of critical instructions during long-running sessions.
Universal Adapters
A unified context format for OpenAI, Anthropic, and local models. Switch providers with a single line of code without refactoring memory logic.
Core Philosophy
01
State Immutability
Historical snapshots are immutable by default, preventing state corruption in concurrent agent environments.
02
Resource Efficiency
Built-in token budgeting calculates model-specific overhead in real time, preventing context-window overflow errors before they happen.
Architecture Visualization
Architecture visualization
System prompt (4KB)
Active history (12KB)
Buffer (8KB)
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Quick Start