Continuous Learning with Jeff Gothelf

Cadence

Every two weeks

Latest

2026-10-29

By

Jeff Gothelf

Based on

12 recent issues

• Covers: Product strategy, AI roadmapping, lean experimentation, team operating models, discovery tools, and user experience design.
• For: Product managers, product leaders, and design or engineering team members building with AI.
• Best for: Product managers seeking practical methods to navigate AI adoption and roadmap prioritization.
• Skip if: General consumers or people looking for basic AI tool tutorials and prompts.

Start with

• Your VP showed up with a roadmap Claude wrote. Now what?: How to handle AI-generated roadmaps by focusing discussions on customer evidence and assumptions.
• How to prioritize an AI roadmap when effort estimates stop meaning anything: Sorting roadmaps using learning value and reversibility instead of traditional engineering effort estimates.
• Before you change how your team works: Aligning cross-functional teams on goals, obstacles, and success metrics before adopting new AI processes.

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