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Devon Okafor
ML Engineer · Scale AI
No Hire
Not Advancing
Completed 2026-02-15
Agentic Score
44
/ 100
Time
103 min
vs 30 min par
Tool Calls
5
API invocations
Plan Steps
1
decomposition depth
Cohort Rank
#5
of 5 candidates
Key Highlight
Listed 'Agentic AI' prominently on CV; did not demonstrate any Agentic behavior
Evaluator Notes
Vibe coder profile — impressive GitHub but cannot architect under constraints.
Score Breakdown
Planning
28Tool Use
55Reasoning
42Logical AnalysisDomain Knowledge
Adaptation
35ReflectionIteration Speed
Communication
61Agentic Radar
vs. Industry Median
Planning
61-33
Tool Use
58-3
Reasoning
63-21
Adaptation
55-20
Communication
67-6