PowerContext 1.4.0 adds reviewable memory revisions and handoff notes
PowerContext 1.4.0 adds Working Notes for recording progress and next steps for handoffs between coding agents, while Dream generates proposed revisions to outdated project knowledge that require review and approval. The release also adds an experimental Kimi Code integration for saving and reading project memories, version history and conditional rollback for supported record types, and .pcb archives for migrating records between environments. The report, published by the OceanBase community account “老纪的技术唠嗑局,” notes that the Kimi Code integration does not include Handoff, existing deployments need to follow migration guidance, and remote OceanBase restoration requires separate validation.
The release is designed to preserve concise development context when work moves between coding agents, while requiring explicit review for changes to long-term project knowledge.
你在 Codex 里排查一个 bug。问题找到了，代码也改了几处，正准备补测试，发现额度快用完了。
于是，你打开 Claude Code 或 ZCode 或 KIMI code，想接着做。
代码还在，但前面为什么这样改、哪些地方已经检查过、还有什么没验证，新会话并不知道。你又翻回旧对话，把任务背景和当前进度整理一遍，再贴过去。
如果直接复制整段聊天，里面还夹着已经放弃的方案和没确认的猜测。接手的 Agent 还得重新分辨哪些内容能用。
但需要交过去的东西并不复杂：现在要解决什么，做到了哪一步，下一步先检查什么。
PowerContext 已有 Handoff 工作交接机制。v1.4.0 新增的 Working Notes，让开发过程中的进度和待办可以单独保存，并作为交接依据；Dream 则用来修订开发中发现已过时的项目知识。下面先把手上的工作交清楚，再看已经保存的经验怎么更新。