JFrog has released a lightweight CLI tool called Boost designed to reduce token consumption in long-running coding agents by intercepting and truncating verbose terminal output.
- The tool identifies repetitive patterns, progress bars, and successful compilation blocks in stdout/stderr streams.
- Raw logs are replaced with semantic markers containing status and reference IDs instead of full text.
- Original logs are cached locally and can be retrieved on-demand via a sub-command if the agent needs to debug specific errors.
- The binary is free but currently closed-source, running entirely in-memory with only lightweight telemetry pings for aggregate data.
This approach aims to keep agent context windows lean without degrading task success rates or breaking debugging workflows.