Lessons

Self-correcting memory that records what changed, and why.

Every node and workflow keeps a Hermes-style memory it writes as it works — backed by a git-supported main collection that records the exact update history of every lesson.

• Hermes-style lessons, captured while the agent runs.
• A git-supported main memory collection records the exact update history.
• A memory.md per node and per workflow.
• Past corrections become durable guidance for the next run.