Security-Focused Code Review Framework

Security code reviews fail when they check for theoretical vulnerability categories without identifying the specific lines of code that implement them incorrectly. "Check for SQL injection" is not a finding — "Line 47: query string built by interpolating user input from the request body" is a finding that can be fixed. Security reviews must be line-specific and implementation-specific to be actionable.

The Security-Focused Code Review Framework reviews code against specific vulnerability patterns with the specific line references and specific fixes that make each finding immediately actionable.