TOOLS & ARTIFACTS · LESSON 04.02intermediate

Kanban Board — deep dive.

Setting WIP limits, classes of service, cumulative flow.

↳ tl;dr

Beyond visualizing the workflow: how to set WIP limits that actually stick, define classes of service for different work types, and read a Cumulative Flow Diagram (CFD) to spot bottlenecks.

Setting WIP limits

Start with what the team is currently doing on average and set the limit slightly below it. Watch for bottlenecks. Adjust. The classic mistake is starting with the team's aspirational target — it gets gamed within a sprint.

Classes of service

  • Standard — most work. FIFO within the column.
  • Expedite — urgent. Skips ahead. Limited to 1 active expedite at a time (otherwise everything is urgent).
  • Fixed-date — has an external deadline. Sequenced by due date, not arrival.
  • Intangible — long-term work (refactoring, tech debt) that's easy to deprioritize. Reserved capacity protects it.

Cumulative Flow Diagram (CFD)

CFD is a stacked area chart over time, one band per workflow state. The width of any band at a point in time = WIP in that state. The vertical distance between "In Progress arrival" line and "Done" line at a given point = average cycle time.

what a healthy CFD looks like

Smooth, parallel bands moving up over time. Sharp angles in one band = sudden WIP spike (a bottleneck). A band that grows continuously = cards getting stuck there. Use it weekly to catch flow problems before they become schedule problems.

// practice this

Practice in the Kanban lab

The Kanban tool lab tests these — set WIP limits, run an expedite, watch what happens when a class of service gets ignored.

// sources

Sources cited

  1. [01]
    The Official Guide to The Kanban Method

    Kanban University · retrieved 2026-04

    Official, succinct (≈10 page) guide to the method.

  2. [02]
    Kanban: Successful Evolutionary Change for Your Technology Business

    Anderson, D. J. · Blue Hole Press · 2010 · retrieved 2026-04

    Anderson formalised Kanban for knowledge work in 2004; book published 2010.

// sources

Further reading

  1. [01]
    The Official Guide to The Kanban Method

    Kanban University · retrieved 2026-04

    Official, succinct (≈10 page) guide to the method.

  2. [02]
    Kanban: Successful Evolutionary Change for Your Technology Business

    Anderson, D. J. · Blue Hole Press · 2010 · retrieved 2026-04

    Anderson formalised Kanban for knowledge work in 2004; book published 2010.