January 2026 — openclaw/openclaw monthly summary. Business value: Strengthened data integrity and reliability during log compaction by introducing a safeguard that summarizes dropped messages, reducing the risk of information loss and enabling safer pruning in production environments. Technical accomplishments: - Implemented Agent Message Compaction Safeguard with Dropped Message Summarization to preserve context of dropped messages during compaction. - Updated compaction logic, tests, and configuration to support the new summarization feature. - Linked commit: dde9605874696e36a4246cd3164e2abd855c131d (#2418) showing the feature work. Impact: - Enhanced resilience of messaging workflows in openclaw, improving data integrity and reducing risk of gaps in message history. - Lays groundwork for future enhancements in compaction safety and observability. Technologies/skills demonstrated: - Data safety design in a compaction pipeline - Test-driven development and test coverage improvements - Configuration management and feature integration in a production-relevant area