v1 Prototype
All engineers
AB

Aaron Buchanan

Platform - IoT·Platform SWE·Richmond, US

Manager: Nico Vayias · aaron.buchanan@gomotive.com

97
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
6114 PRs10%
AI Tool Usage
Present·25%
35$157/mo+9%
Jira Engagement
Present·15%
61155 issues+6%
Drive Doc Creation
Present·12%
5673 drive ptsFlat
Meeting Engagement
Present·10%
9978 mtg refsFlat
Slack Collaboration
Present·8%
64632 msgs10%
Confluence Contributions
Present·5%
303 comments11%
Glean Engagement
Present·0%
57126 assistsFlat

Delivery Flow

3.2d
Cycle Time
3.3/wk
Deploy Freq
2.6d
PR → Production
7%
Change Fail Rate

Quality Outcomes

10%
Reopen Rate
1.5%
Defect Leakage
0.2/mo
Incident Rate
$157/mo
AI Spend
Model
v1.2-2026-05
Role
Platform SWE
Window
90 days
Score eligible
Yes