v1 Prototype
All engineers
CB

Colin Bian

Backend·Backend SWE·San Francisco, US

Manager: John Choi · colin.bian@gomotive.com

69
out of 100
Strong

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
399 PRs6%
AI Tool Usage
Present·25%
37$166/mo4%
Jira Engagement
Present·15%
2257 issues+9%
Drive Doc Creation
Present·12%
1115 drive pts+6%
Meeting Engagement
Present·10%
54 mtg refsFlat
Slack Collaboration
Present·8%
22220 msgsFlat
Confluence Contributions
Present·5%
303 comments9%
Glean Engagement
Present·0%
100228 assists · 9 searches+6%

Delivery Flow

4d
Cycle Time
2.1/wk
Deploy Freq
3.6d
PR → Production
2%
Change Fail Rate

Quality Outcomes

8%
Reopen Rate
7.5%
Defect Leakage
0.2/mo
Incident Rate
$166/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes