01Mandatory test-driven workflow with validation using the semgrep --test command
02Advanced taint mode configuration for tracking untrusted data flow to dangerous sinks
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04Automated generation of Semgrep YAML rules and associated test files
05Strict anti-pattern prevention to minimize false positives and noisy detections
06AST structure analysis to ensure patterns capture all syntactic variations