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Studio and publishing

Logs and tracing

Follow local execution, inspect timing in Studio, and configure engine telemetry.

CLI and Studio output

The CLI streams command output and propagates failures. Studio stores run/job status, timestamps, and logs in the application database, while live events update the UI. Use a project's execution details to inspect individual steps and re-run a job when appropriate.

Log following keeps the latest output in view. Pausing or scrolling to older output is useful during long jobs. The spans view adds a timeline and hover cursor for comparing job timing. A saved run's history and the engine's own execution journals are separate stores.

Diagnostic logging

RUST_LOG=info fluentci run ci hello
RUST_LOG=debug fluentci --check-update=false modules ci --json

JSON discovery output is kept separate from build diagnostics. Capture stdout for machine-readable results and stderr for diagnostic context. Debug output can contain paths and command metadata; handle captured logs according to the project's data policies.

Engine tracing

The embedded engine supports these telemetry settings:

Variable Purpose
OTEL_EXPORTER_OTLP_ENDPOINT OTLP collector endpoint
OTEL_EXPORTER_OTLP_PROTOCOL OTLP transport selection supported by the engine
OTEL_EXPORTER_ZIPKIN_ENDPOINT Zipkin endpoint
OTEL_EXPORTER_JAEGER_AGENT_HOST Jaeger agent host
BASELIME_API_KEY Baselime logging integration

Collector credentials, reachability, and transport settings belong to the deployment. Enabling a variable does not provision a collector. Local spans and logs remain useful without a remote telemetry backend.

Debug a failed native plan

Inspect its fresh run directory and result journal for task outcomes, retries, cache diagnostics, service probes, and cancellation state. Do not infer success from a plugin merely returning a serialized plan: only a terminal execution call submits the graph.

Made with ♥ in Antananarivo, Madagascar.
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