PM frameworks for AI products
@JustAnotherPM shared seven questions PMs must answer before building AI products—covering fundamentals of non‑deterministic systems and go/no‑go criteria for agentic features. The thread includes a free masterclass link for deeper product strategy and execution frameworks. (x.com)
Sid Arora is running a free, live 6-part AI PM masterclass that launches March 28, 2026, with each session capped at 45 minutes and taught by Sid live online. (newsletter.justanotherpm.com) Session 1 is scheduled for March 28, 2026 at 11:00 GMT / 4:30 PM IST and Session 2 is set for March 29, 2026 at 15:00 BST / 7:30 PM IST; later sessions include “What Are AI Agents” on April 5, “How to Get Build‑Ready With Claude Code” on April 11, and “What are Evals” on April 12, 2026. (newsletter.justanotherpm.com) The curriculum explicitly includes a 5‑Gate Decision Framework and an “AI Cost Iceberg” that frames visible costs as roughly 20% and hidden costs as roughly 80% of total AI spend. (newsletter.justanotherpm.com) Sid’s syllabus emphasizes a 70/30 split between product logic and model work—stating the model performs roughly 30% of the outcome while the rest is product systems, evaluation, and UX. (newsletter.justanotherpm.com) Practical, hands‑on practices listed include a 5‑file prep system (PRD, Planning, Tasks, Knowledge, Decisions) and live teardown exercises (e.g., a Perplexity teardown and a real AI initiative workshop). (newsletter.justanotherpm.com) Sid Arora’s JustAnotherPM runs a newsletter and resources hub and advertises a community of 16,500+ product managers alongside longer guides such as “What Are AI Agents — An Essential Guide For Product Managers.” ( )
