Sage (Memory Role – Archival & Reusability Agent)

This agent archives the full session context once an infrastructure deployment is complete. It stores the original user prompt, the interpreted specification, the generated Terraform code, policy validation results, cost estimates, and provisioning logs.

Helix triggers Sage after Flint finishes execution. The agent works autonomously, writes all outputs to secure storage, and can add lineage metadata and summary hashes to the archive. This gives every provisioning action versioned traceability, lets teams replay or modify past specifications, and creates a transparent audit trail for compliance, rollback, or reporting. It also lays the groundwork for memory-driven, multi-turn GenAI workflows, with future plans to recall previous prompts to speed up similar requests. Teams in Technology, BFSI, Telecom, Healthcare, Retail, or any vertical with IaC governance needs can use it. The agent runs on Vertex AI, Vector Search, and Cloud Storage.