Why epics existed
Epics, stories, and features were scaffolding for coordinating humans with limited working memory who typed every line of code.
AI does not have that constraint. It can hold the entire codebase. Every time you decompose a spec into stories, you destroy the context that makes AI effective. You are optimizing for human working memory limits that AI does not have.
Dead paradigm
Your process optimizes for constraints that no longer exist. You have been running ceremonies around corpses.
What AI actually needs
AI needs the complete specification — context, edge cases, integration points, competitive intelligence, customer journey data — in one pass.
Your best PM can produce that in 45 minutes by arguing with a PM AI agent — one connected to your codebase, analytics, support tickets, and competitive feeds. Not by attending workshops. Not by making latte art content at ProductCon.
The new motion
PM argues with AI → complete spec + working POC → dev refactors → ships in 2–3 days. No epics. No stories. No ceremonies.