Agentic State Machine

Category: infrastructure

The underlying logic structure that tracks the current progress of an agent’s multi-step task.

An agent needs to know what it has already done (e.g., "Step 1: Data Queried," "Step 2: Analysis Compiled"). The state machine prevents the agent from repeating steps or hallucinating progress. In complex workflows like news-bias digestion, the state machine ensures the agent follows a strict pipeline from ingestion to embedding to final report generation.

Common Examples

• The agentic state machine tracks every stage of our multi-step collectible valuation process, preventing the system from re-calculating indices that are already stored in our ClickHouse cache.
• If an agent crashes mid-task, the persistent state machine allows us to resume the process exactly where the last step was completed.