Observability and results

Operations1 min read

Correlate platform behavior and evaluate agent quality from evidence.

OpenTelemetry: Cross-service spans for API, tools, sandboxes, and on-chain execution.
Langfuse: Prompt and model traces where policy permits.
Braintrust: Datasets, prompt operations, evaluation, and improvement cycles.
Sentry: Exceptions and production failure diagnosis.
Run ledger: Canonical event sequence for status, approvals, artifacts, and receipts.

Evaluation gates

$ pnpm eval:agent-harness$ pnpm test:policy$ pnpm readiness:provider-smokes$ pnpm braintrust:improvement-cycle

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