experiment-logbook-append

An append-only experiment log preserves unaltered history by requiring self-contained entries with command, configuration, outputs, observations, and next steps. Each entry must reference specific files or directories to ensure full traceability across runs.

Logging parameter scans and reruns requires appending self-contained records to a pristine log. This preserves unaltered history by documenting the command, configuration, outputs, observations, and the next step for each scan or rerun entry.

Tracing outputs across data directories involves creating append-only log entries where outputs explicitly reference specific files or paths. This structured logging links experiments to specific data artifacts for reproducibility and traceability.

Yes, append-only logging supports anomaly checks by appending them as unaltered history entries. Each anomaly check is recorded as a self-contained entry with its command, configuration, outputs, and observations to maintain a pristine audit trail.

Each experiment logbook entry must be self-contained, including the command, configuration, outputs, observations, and a next step. Outputs must reference specific files or directories to ensure traceability across data products and sessions.

Yes, append-only logs support appending structured entries across multiple sessions and experiments. This enables reproducibility by maintaining a pristine trail of commands, configurations, inputs, outputs, and decisions linked to specific data paths.