OpenAI Codex for Legacy .NET Modernization: Practical Development Workflow
Plan Codex-assisted .NET modernization with dependency inventory, bounded pilots and regression evidence. Includes a runnable .NET 10 parity fixture and deployment checklist.
Using Claude Code for Large Repository Refactoring: Workflow, Testing and Rollback
Plan Claude Code refactoring with narrow scope, independent tests and clear recovery boundaries. Includes a local Python/SQLite extraction with unchanged outputs and query counts.
Spec-Driven Development with AI Coding Agents: Requirements, Tests and Acceptance Criteria
Give AI coding agents a reviewed behavior contract with requirement IDs and independent acceptance tests. Includes a worked traceability example and a local artifact validator.
AI-Assisted Software Development Lifecycle: Requirements to Production with Human Review
Introduce AI across the software development lifecycle with accountable owners, independent tests, review gates and production verification. Includes a practical pilot and acceptance template.
GitHub Copilot vs Cursor vs Claude Code vs Codex: Enterprise Coding Workflow Comparison
Compare GitHub Copilot, Cursor, Claude Code and Codex through repository context, governance, review and cost. Includes a reproducible task pack and an unfilled evaluation score sheet.