A new suite of tools, pdlc-status, /pdlc-relate, and /pdlc-retro, aims to improve visibility into AI/ML development workflows. These tools leverage a shared data source – state files – to provide insights into project status ("where are we now?"), impact analysis ("what does this change affect?"), and historical trends ("how did we get here?"). This system is designed to prevent automation from becoming a “black box” by making key project information readily accessible, which is crucial for teams relying on automated processes.
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