BREAKING
Devin Bakes Security Into Every PR
How Devin Review Works
1
Open PR
↓
2
Parse code changes
↓
3
Flag vulnerabilities
↓
4
Explain & draft fix
Context vs Pattern Matching
Devin Review
context-aware
●
Whole-codebase context
●
Catches business-logic flaws
●
CWE class & severity
Static Scanners
pattern-match
●
Single-file matching
●
Misses chained findings
●
SonarQube, Veracode, Snyk
0
%
PR merge rate (from 34%)
0
x
faster issue resolution
0
%
test coverage (from 50-60%)
Security Fix Time: 30 to 1.5 min
Human
30
Devin
1.5
Faster Reviews, Fewer Misses
AI NEWS BLITZ
Cognition just made automatic security review a standard part of every Devin code check.