retrospective

To surface recurring failure modes from closed cards, use a retrospective tool that clusters recent closures by tag and detects patterns. This process operates on deck histories to identify common themes without modifying the underlying data.

Pattern clustering in a retrospective analysis is the process of grouping closed card insights by tag to detect recurring issues. It surfaces common themes and proposes generalization candidates to guide team improvement.

Yes, you can calculate velocity metrics without modifying the deck history by using read-only access. The system analyzes closed histories to provide velocity signals for completed work while ensuring the deck remains untouched.

To review recent work and identify what keeps going wrong, run a retrospective analysis on the last N closed cards. This clusters insights by tag, surfaces recurring failure modes, and outputs safe generalization proposals.

No, the retrospective analysis requires only read-only access to the card deck. It operates on closed histories to surface patterns and velocity metrics without mutating the deck, ensuring safe generalization proposals.