Digital Commander Shepard

Python, Rust, SQL, Terraform, Apache Airflow, Trino, Docker, Kubernetes, AWS, PostgreSQL, SurrealDB, Grafana, Prometheus, Loki, OpenTelemetry, MCP

Rust systems programming, MCP protocol and server internals, AI agent memory patterns (spreading activation, graph-based retrieval), agent SDK internals

shepard-mcp-hub — governed tool access layer for AI agents (MCP router + RBAC + audit + OTel). Part of the SDAS framework: https://digitalshepard.ai

AI agent observability, data platform architecture, open-source collaboration on shepard-system, discussions about AI governance in regulated environments