How to Calculate Kanban WIP Limits in the AI Age
Starting numbers for active work and queues, covering solo and multiplayer spec-driven development, pod topology, flow buffers, and replenishment cadence.
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I'm Yuval Yeret — an Agility, Product, and Scaling Coach helping leaders improve focus, flow, and speed to impact. Whether you're launching products faster, delivering strategic initiatives, or operationalizing AI, I write from the consulting floor about what it actually takes to build an operating system that creates better outcomes without burnout or theater.
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Starting numbers for active work and queues, covering solo and multiplayer spec-driven development, pod topology, flow buffers, and replenishment cadence.
Read more →The best time to solve a feature adoption problem is before development. Talk about the user's project, look for real pull, and don't build on polite interest.
Read more →A new open-source AI agent skill to help teams rewrite their work items from output/activity language to outcome-oriented language using a simple taxonomy.
Read more →A work-in-progress minibook on portfolio agility: helping multi-product organizations see work clearly, improve flow, and steer investments with evidence.
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