Interactive demo · sample data, no loginPoke around a live Promptster dashboard.
Poke around a live Promptster dashboard.
Manager and engineer, side by side.
Flip between the two surfaces below. The manager view is team-level only: no names, no per-engineer ranking. The engineer view is private to each engineer: their own trend, coaching reps, and AI-fluency rubric. Same captured work, one privacy wall. Everything here is illustrative sample data.
Team-level only · no names, no per-engineer ranking.
Overview
Platform Engineering· 44 eng
This weekQuarter
Last 90 daysAggregate · this quarter
Team AI-fluency · tier mix
44 engineers · all 5 team dimensions
68th percentile · +12 pts/qtrStrong · 15Adequate · 21Developing · 8+7 moved out of Developing this quarter
Direction quality↑
direction_quality
Steering discernment↑
steering_discernment
Verification loopNext focus↑
verification_loop
Context management↑
context_management
Ecosystem leverage→
ecosystem_leverage
Adoption · last 7 days
Who's actually using it
Active AI users
38 / 44
+4 this week
AI-assisted PRs
71%
+6 pts
Team fluency
68
▲ +12 / qtr
Aggregate only. No engineer's per-dimension tiers appear here — each sees their own privately.
See your own numbers first.
Fifteen minutes on a sample readout, then a read-only install that backfills from the sessions your engineers already have. Your first readout is built from your own history, and you decide whether any of this is worth adopting after you have seen it.
or get the monthly memo
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