Technical Leadership

  1. Core Competency: Technical Acumen
    1. Maintaining Technical Proficiency
      1. Hands-on Coding and Prototyping
        1. Allocating Time for Technical Work
          1. Selecting Relevant Projects
            1. Proof of Concept Development
              1. Technical Spike Activities
              2. Continuous Learning Strategies
                1. Setting Learning Goals
                  1. Leveraging Online Courses and Certifications
                    1. Participating in Technical Communities
                      1. Reading Technical Literature
                        1. Attending Workshops and Bootcamps
                      2. System Architecture and Design
                        1. Principles of Scalable Systems
                          1. Scalability Patterns
                            1. Horizontal vs. Vertical Scaling
                              1. Load Distribution Strategies
                                1. Caching Strategies
                                  1. Database Scaling Techniques
                                  2. Reliability Engineering
                                    1. Fault Tolerance Design
                                      1. Redundancy and Failover
                                        1. Circuit Breaker Patterns
                                          1. Graceful Degradation
                                          2. Maintainability
                                            1. Modular Design Principles
                                              1. Separation of Concerns
                                                1. Documentation Standards
                                                  1. Code Organization Strategies
                                                  2. Performance Optimization
                                                    1. Performance Profiling
                                                      1. Bottleneck Identification
                                                        1. Resource Optimization
                                                          1. Latency Reduction Techniques
                                                        2. Design Patterns and Anti-Patterns
                                                          1. Common Architectural Patterns
                                                            1. Layered Architecture
                                                              1. Event-Driven Architecture
                                                                1. Service-Oriented Architecture
                                                                  1. Hexagonal Architecture
                                                                  2. Recognizing and Avoiding Anti-Patterns
                                                                    1. Big Ball of Mud
                                                                      1. God Object
                                                                        1. Spaghetti Code
                                                                          1. Golden Hammer
                                                                        2. Evaluating Architectural Trade-offs
                                                                          1. Cost vs. Benefit Analysis
                                                                            1. Short-term vs. Long-term Considerations
                                                                              1. Performance vs. Maintainability
                                                                                1. Complexity vs. Flexibility
                                                                                2. Domain-Driven Design
                                                                                  1. Core Concepts of DDD
                                                                                    1. Ubiquitous Language
                                                                                      1. Bounded Contexts
                                                                                        1. Aggregates and Entities
                                                                                          1. Domain Services
                                                                                          2. Implementing Bounded Contexts
                                                                                            1. Strategic Design Patterns
                                                                                              1. Tactical Design Patterns
                                                                                              2. Microservices vs. Monolithic Architectures
                                                                                                1. Advantages and Disadvantages of Microservices
                                                                                                  1. When to Use Monolithic Architectures
                                                                                                    1. Migration Strategies
                                                                                                      1. Service Mesh Considerations
                                                                                                        1. Data Management in Distributed Systems
                                                                                                      2. Code Quality and Technical Standards
                                                                                                        1. Establishing Coding Standards and Best Practices
                                                                                                          1. Defining Team Standards
                                                                                                            1. Enforcing Consistency
                                                                                                              1. Style Guide Development
                                                                                                                1. Naming Conventions
                                                                                                                2. The Role of Code Reviews
                                                                                                                  1. Structuring Effective Code Reviews
                                                                                                                    1. Fostering a Positive Review Culture
                                                                                                                      1. Review Checklist Development
                                                                                                                        1. Automated Review Tools
                                                                                                                        2. Implementing Static Analysis and Linters
                                                                                                                          1. Selecting Tools
                                                                                                                            1. Integrating into Development Workflow
                                                                                                                              1. Custom Rule Development
                                                                                                                                1. Quality Gates Implementation
                                                                                                                                2. Test-Driven Development and Behavior-Driven Development
                                                                                                                                  1. Principles of TDD
                                                                                                                                    1. Red-Green-Refactor Cycle
                                                                                                                                      1. Test Design Strategies
                                                                                                                                        1. Mock and Stub Usage
                                                                                                                                        2. Principles of BDD
                                                                                                                                          1. Specification by Example
                                                                                                                                            1. Gherkin Language
                                                                                                                                              1. Collaboration Techniques
                                                                                                                                              2. Benefits and Limitations
                                                                                                                                                1. Testing Pyramid Concepts
                                                                                                                                                2. Documentation Standards
                                                                                                                                                  1. API Documentation
                                                                                                                                                    1. Architecture Decision Records
                                                                                                                                                      1. Runbook Development
                                                                                                                                                        1. Knowledge Base Management
                                                                                                                                                      2. Technical Debt Management
                                                                                                                                                        1. Identifying and Quantifying Technical Debt
                                                                                                                                                          1. Types of Technical Debt
                                                                                                                                                            1. Code Debt
                                                                                                                                                              1. Architecture Debt
                                                                                                                                                                1. Test Debt
                                                                                                                                                                  1. Documentation Debt
                                                                                                                                                                  2. Tools for Measurement
                                                                                                                                                                    1. Static Analysis Tools
                                                                                                                                                                      1. Code Quality Metrics
                                                                                                                                                                        1. Complexity Measurements
                                                                                                                                                                      2. Prioritizing Debt Repayment
                                                                                                                                                                        1. Impact Assessment
                                                                                                                                                                          1. Balancing with Feature Delivery
                                                                                                                                                                            1. Risk-Based Prioritization
                                                                                                                                                                              1. ROI Calculations for Debt Reduction
                                                                                                                                                                              2. Communicating Impact to Stakeholders
                                                                                                                                                                                1. Framing Technical Debt in Business Terms
                                                                                                                                                                                  1. Advocating for Remediation
                                                                                                                                                                                    1. Creating Compelling Business Cases
                                                                                                                                                                                      1. Tracking Debt Reduction Progress
                                                                                                                                                                                    2. Emerging Technologies and Innovation
                                                                                                                                                                                      1. Evaluating New Tools and Frameworks
                                                                                                                                                                                        1. Criteria for Adoption
                                                                                                                                                                                          1. Pilot Projects and Prototyping
                                                                                                                                                                                            1. Technology Radar Development
                                                                                                                                                                                              1. Vendor Evaluation Processes
                                                                                                                                                                                              2. Fostering a Culture of Experimentation
                                                                                                                                                                                                1. Encouraging Innovation
                                                                                                                                                                                                  1. Managing Risk in Experimentation
                                                                                                                                                                                                    1. Innovation Time Allocation
                                                                                                                                                                                                      1. Failure Tolerance Strategies
                                                                                                                                                                                                      2. Leading Research and Development Initiatives
                                                                                                                                                                                                        1. Structuring R&D Teams
                                                                                                                                                                                                          1. Measuring R&D Outcomes
                                                                                                                                                                                                            1. Patent and IP Strategy
                                                                                                                                                                                                              1. Academic Partnerships

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                                                                                                                                                                                                          1. Foundations of Technical Leadership

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                                                                                                                                                                                                          3. Core Competency: Leadership and Influence