Static Code Analysis

  1. Integration into the Development Process
    1. Integration Points in the SDLC
      1. In the Integrated Development Environment (IDE)
        1. Real-Time Feedback
          1. As-You-Type Analysis
            1. Syntax Highlighting Integration
            2. Developer Productivity Tools
              1. Quick Fix Suggestions
                1. Refactoring Support
                2. Plugin Architecture
                  1. Performance Considerations
                  2. As a Pre-commit Hook
                    1. Preventing Defective Code Commits
                      1. Git Hook Implementation
                        1. Commit Message Integration
                          1. Performance Optimization for Speed
                          2. In Continuous Integration (CI) Pipelines
                            1. Automated Build Checks
                              1. Build Failure Conditions
                                1. Quality Gate Implementation
                                2. Regression Prevention
                                  1. Baseline Comparison
                                    1. Trend Analysis
                                    2. Parallel Execution Strategies
                                      1. Result Caching
                                      2. As a Quality Gate for Pull/Merge Requests
                                        1. Blocking Merges on Critical Findings
                                          1. Review Process Integration
                                            1. Automated Comments and Feedback
                                              1. Approval Workflow Integration
                                              2. In Production Monitoring
                                                1. Runtime Validation
                                                  1. Deployment Safety Checks
                                                2. Implementation Strategy
                                                  1. Establishing a Security Baseline
                                                    1. Initial Full Scan
                                                      1. Comprehensive Codebase Analysis
                                                        1. Historical Issue Identification
                                                        2. Baseline Exception Management
                                                          1. Accepted Risk Documentation
                                                            1. Exception Approval Process
                                                            2. Baseline Maintenance
                                                            3. Incremental Rollout
                                                              1. Phased Adoption
                                                                1. Team-by-Team Implementation
                                                                  1. Project-by-Project Rollout
                                                                  2. Team Training and Onboarding
                                                                    1. Tool Usage Training
                                                                      1. Security Awareness Education
                                                                      2. Pilot Program Execution
                                                                        1. Success Metrics Definition
                                                                        2. Defining Scope
                                                                          1. New Code vs. Legacy Code
                                                                            1. Differential Analysis Strategies
                                                                              1. Legacy Code Remediation Planning
                                                                              2. Third-Party and Open-Source Components
                                                                                1. Dependency Analysis
                                                                                  1. License Compliance Checking
                                                                                  2. File and Directory Exclusions
                                                                                    1. Language-Specific Configurations
                                                                                  3. Managing Analysis Results
                                                                                    1. Triage of Findings
                                                                                      1. Categorization by Type and Severity
                                                                                        1. Security vs. Quality Issues
                                                                                          1. Business Impact Assessment
                                                                                          2. Initial Assessment Process
                                                                                            1. Triage Team Structure
                                                                                            2. Prioritization Based on Severity and Exploitability
                                                                                              1. Risk-Based Prioritization
                                                                                                1. CVSS Score Integration
                                                                                                  1. Business Context Consideration
                                                                                                    1. Resource Allocation Planning
                                                                                                    2. Understanding and Handling False Positives
                                                                                                      1. Suppression Mechanisms
                                                                                                        1. Code-Level Suppressions
                                                                                                          1. Configuration-Based Exclusions
                                                                                                          2. Feedback Loops to Tooling
                                                                                                            1. Vendor Communication
                                                                                                              1. Rule Tuning Processes
                                                                                                              2. False Positive Tracking
                                                                                                                1. Continuous Improvement
                                                                                                                2. Understanding and Mitigating False Negatives
                                                                                                                  1. Tool Limitations
                                                                                                                    1. Coverage Gap Analysis
                                                                                                                      1. Complementary Tool Usage
                                                                                                                      2. Manual Review Augmentation
                                                                                                                        1. Targeted Manual Reviews
                                                                                                                          1. Expert Analysis Integration
                                                                                                                          2. Testing and Validation
                                                                                                                        2. Remediation Workflow
                                                                                                                          1. Assigning Findings to Developers
                                                                                                                            1. Ownership Assignment Rules
                                                                                                                              1. Workload Distribution
                                                                                                                                1. Skill-Based Assignment
                                                                                                                                2. Tracking Remediation Status
                                                                                                                                  1. Status Workflow Management
                                                                                                                                    1. Progress Monitoring
                                                                                                                                      1. Escalation Procedures
                                                                                                                                      2. Verifying Fixes with Re-scans
                                                                                                                                        1. Fix Validation Process
                                                                                                                                          1. Regression Testing
                                                                                                                                            1. Quality Assurance Integration
                                                                                                                                            2. Documentation of Remediation Actions
                                                                                                                                              1. Fix Documentation Standards
                                                                                                                                                1. Knowledge Base Maintenance
                                                                                                                                                  1. Lessons Learned Capture
                                                                                                                                                2. Metrics and Reporting for Continuous Improvement
                                                                                                                                                  1. Defect Density
                                                                                                                                                    1. Lines of Code Normalization
                                                                                                                                                      1. Trend Analysis Over Time
                                                                                                                                                      2. Mean Time to Remediate (MTTR)
                                                                                                                                                        1. Severity-Based MTTR
                                                                                                                                                          1. Team Performance Metrics
                                                                                                                                                          2. False Positive Rate
                                                                                                                                                            1. Tool Accuracy Measurement
                                                                                                                                                              1. Tuning Effectiveness
                                                                                                                                                              2. Scan Time and Performance
                                                                                                                                                                1. Scalability Metrics
                                                                                                                                                                  1. Resource Utilization
                                                                                                                                                                  2. Coverage Metrics
                                                                                                                                                                    1. Code Coverage Analysis
                                                                                                                                                                      1. Rule Coverage Assessment
                                                                                                                                                                      2. Developer Adoption Metrics
                                                                                                                                                                        1. Tool Usage Statistics
                                                                                                                                                                          1. Training Effectiveness

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                                                                                                                                                                      4. Common Findings and Detected Issues

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                                                                                                                                                                      6. Tooling and Practical Considerations