I Made Myself Redundant with AI. Best Decision I Ever Made.

The Sequel Two weeks ago I shared that I built an AI product manager so I could stop being one. ( Original post ) Here's what happened since. The team started using it. Not because I told them to. Because it was useful. Real Conversations, Real Outcomes One of our sales engineers used it to draft a full UEBA position paper for a prospect in Indonesia. Not a vague outline. A complete technical document covering data flow architecture, behavioral baselining algorithms, risk scoring formulas, MITRE ATT&CK mappings, and detection scenarios. Then he asked the AI to fact-check itself against our actual codebase. It came back and said "we're partially over-committed on 3 of the 6 scenarios." Flagged exactly which detectors exist and which don't. Recommended presenting those three as roadmap items instead of delivered features. That honesty would have taken me half a day of code review to confirm. The AI did it in under two minutes. Same day, another sales engineer needed to scope a 65TB log s