The Journal
Notes on product craft, AI, and shipping outcomes.
Field notes from owning AI-powered B2B SaaS — discovery, prioritization, experimentation, and the messy middle between strategy and a shipped release.
- Jun 18, 2026
Kill Ambiguous Requirements Before They Reach a Sprint
Scope-creep rarely starts in engineering. It starts in a vague line item nobody pushed back on. Here's the filter I run before anything enters a sprint.
- May 2, 2026
How I Found a 40% Drop-off (and What the Funnel Didn't Tell Me)
Analytics told me where users left. It took session replays and interviews to understand why. A field note on pairing quantitative and qualitative signal.
- Mar 21, 2026
Being a PM With an Engineering Brain (Without Becoming the Eng Lead)
A technical background is a superpower for a PM — until it quietly turns you into a bottleneck. How I use feasibility instincts without stealing decisions from engineers.