Case studies from real work. Insights on ideas worth working through.
A practical guide for product leaders who want real AI workflows now, without becoming an AI expert first.
Real products. Real workflows. Real impact.
Becoming the source of truth when the platform couldn't be.
How I defended roadmap capacity for stability and scale work while the business grew 7x, and why the unglamorous epics are the ones the growth stood on.
How I built a custom GPT to automate release notes, trained it on ten golden examples, then retired it for a native Rovo workflow inside Jira.
Ideas, lessons, and perspectives on AI and product leadership.
Why talking through a spec out loud, before typing a word, produces better product thinking.
Jul 2026Context, Role, Discovery, Execution: the four-part framework I use on every AI task, illustrated with the real questions I run before building a single product mock.
Jul 2026