Query logs and spans

Query workflow logs and spans from the CLI or SDKs for debugging, reports, and automated diagnostics.

Tilebox stores workflow logs and spans for each job. Query them when you need structured diagnostics outside the Console, such as in notebooks, scripts, or agent loops.

Query from the command line

Use JSON output when another tool or agent will parse the result.

tilebox job logs <job-id> --json
tilebox job spans <job-id> --json

Limit or sort the output during debugging.

tilebox job logs <job-id> --limit 10 --sort desc

Query from Python

Use the jobs client in notebooks and scripts.

from tilebox.workflows import Client

client = Client()
job = client.jobs().find("019e07b1-916b-0630-f3ba-f1c33235d174")

logs = client.jobs().query_logs(job)
spans = client.jobs().query_spans(job.id)

logs_df = logs.to_pandas()
spans_df = spans.to_pandas()

Use the detailed reference pages

Query telemetry

Query logs and spans from Python and Go.

Logging

Emit structured logs from workflow tasks.

Tracing

Add custom spans around important parts of task code.

Axiom integration

Export workflow telemetry to Axiom.