Where the savings come from
Service records repeat keys, shapes, and values millions of times. General-purpose compressors see bytes; ZJX compact recognizes the structure, tries several representations, and keeps whichever produces the smallest complete archive. Ultrafast trades that search for wall time and writes larger archives; the choice is yours per archive.
- Logs and telemetry with repeated event shapes
- Structured JSONL, NDJSON, and tabular exports
- Workflow records and repeated engineering snapshots
