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Integrating Spec-Driven Workflows with CI/CD: Automation and DevOps Patterns
Master CI/CD integration for spec-driven development with platform-specific patterns, automation hooks, lifecycle management, and metrics tracking strategies.
Advanced Spec-Driven Development: Migration, Legacy Modernisation and Hybrid Workflows
Master AI-assisted code migration with practical strategies for legacy modernisation, Strangler Fig Pattern implementation, and hybrid workflows that actually work.
Testing and Debugging AI-Generated Code – Systematic Strategies That Work
Discover systematic testing and debugging strategies for AI-generated code that reduce the 67% extra debugging time with proven methodologies.
Rolling Out Spec-Driven Development: The Team Adoption and Change Management Playbook
Practical phased rollout strategy for spec-driven development adoption with training curriculum, resistance management, and success metrics for SMB teams.
Choosing Your Spec-Driven Development Stack: The Tool Selection Matrix
Strategic framework for CTOs evaluating AI coding tools. Compare 15+ platforms by cost, lock-in risk, team size, and capabilities to make confident decisions.
Specification Templates for AI Code Generation: From First Draft to Production
Copy-paste ready specification templates for AI code generation. 8 progressive templates from simple functions to complex systems with validation checklists.
Ensuring AI-Generated Code is Production Ready: The Complete Validation Framework
Master the five-pillar validation framework for AI-generated code. Security, testing, quality, performance, and deployment readiness strategies.
Spec-Driven Development in 2025: The Complete Guide to Using AI to Write Production Code
Master spec-driven development to write production code with AI in 2025. Learn tools, workflows, validation frameworks, and team adoption strategies.