Memory-forest is a local-first memory architecture providing verifiable provenance for long-running AI agents. It organizes knowledge in a structured local format with cryptographic or traceable provenance guarantees to prevent context drift and hallucination over time. This helps developers build autonomous agents that maintain reliable, inspectable long-term state across complex multi-step workflows.
Opening Kapyn…