Ben Rao

Senior Engineer · Analytics · Data & ML

DormantActive 20d ago

Craft posture

+9 vs last month

Tokens used / mo

56M tokens

55,621,112 tokens · spend, not output

Optimizable / mo (est.)

9.5M tokens

17% of tokens recoverable

Acceptance rate

57%in band

0 sessions / wk · band ~55–80%

Craft posture vs team

69craft posture

+9vs last month

Where they're strong and where to coach — PROXY scores from telemetry; weights in Settings → Scoring

Prompt clarity73

Planning / plan mode70

Test-driven flow60

Context management76

Tool selection61

Diff review discipline74

Security hygiene73

Prioritized by value at stake

low

Lead with tests — Test-driven flow

Scores 60/100 on Test-driven flow, the lowest in their profile.

Action: Coach on 'write the failing test first' loopExpected: Higher completion rate, fewer regressions

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