Continuous Calibration, Continuous Development (CCCD)

Continuous Calibration, Continuous Development (CCCD)（持续校准，持续开发 (CCCD)）

概述 / Overview

这是一种动态作业模式，它摒弃了僵化的长期规划（如季度 OKR），转而主张高频的目标设定与执行。团队利用极简的共享文档进行每日对齐，并基于实时数据反馈，以双周为周期动态校准产品路线图。

来源 / Source

• 嘉宾: Keith Coleman & Jay Baxter
• 职位: Product Lead & Founding ML Engineer
• 公司: Community Notes (X)

核心步骤 / Core Steps

1. Assess Reality/Data
2. Set Immediate Milestone
3. Thermal Execution
4. Review Results
5. Recalibrate Goal

核心原则 / Core Principles

• Dynamic Goal Setting: Set milestones based on current data, not calendar quarters.
• Thermal Focus: Maintain a small, autonomous team with 100% focus on a single mission.
• Low-Overhead Coordination: Use lightweight tools (e.g., Google Docs) over complex project management software.
• Rapid Recalibration: Pivot priorities immediately when data suggests a better path.

适用场景 / When to Use

运作一支小型且高度互信的团队（“热力团队”），应对模糊或快速变化的问题。

常见错误 / Common Mistakes

面对新数据仍固守过时的 OKR；放任团队精力分散于多个项目。

实战案例 / Real-World Example

Community Notes 团队摒弃了正式的季度规划，通过基于试点数据每周动态调整路线图，成功将一个小规模试点项目扩展为全球级功能。

金句 / Quote

"We set our goals very dynamically... We might change our roadmap multiple times in two weeks based on what we see."