03 MAY 2026
David's problem: Profile showing mock data instead of real computed analytics
David identified that the AI tool usage graphs were built on seeded or mock data rather than actually computed from his transcripts and session logs.
After reviewing a screenshot of the redesigned profile, David pressed hard on the integrity of the displayed data.
what do each of the lines on the claude code graph mean? and why is there nothing on the others? and is this mock data or did you actually compute this? how will it be computed for other users? have you set up the system that re-computes after each write? why does my chatgpt say last seen 1d ago and claude code says last seen 6d ago? again, are you creating a side project mock profile here or are you building an accurate quantitative production product? because it needs to be the latter
This framing became a recurring demand throughout the session: every number on the profile must trace to real, live-computed data, not hardcoded placeholders. David explicitly separated the two modes — side project demo vs. production product — and demanded the latter.