Designing for Amnesia: How State Management Replaces Agent Memory in Autonomous Workflows

The core bottleneck for autonomous agents is not code generation but maintaining context across session boundaries. This design externalizes all state to disk and logs decision reasoning, converting total context loss into an architectural challenge. With guardrails that prohibit irreversible operations, it demonstrates how stateless agents can safely operate unattended across multiple sessions.