Minio

Tabular Data in Fred: ReBAC-Scoped Parquet, S3, and DuckDB

Fred now treats tabular data like the rest of the corpus: document-scoped, team-aware, and authorization-first. This post explains why the old SQL-store model was limiting, how the new Parquet plus DuckDB runtime works, and what this changes for security, performance, and operations.

April 16, 2026 in SQL, architecture by Simon Cariou7 minutes

Observability by Design in Fred: Prometheus, OpenSearch, and Spot

Fred now treats observability as a first-class platform capability. With Spot, users can discover Prometheus and OpenSearch tools over MCP, ask monitoring questions in natural language, generate exact PromQL, and persist audit reports to MinIO-backed storage.

April 3, 2026 in observability, platform by Simon Cariou9 minutes