Boilerplate Generation

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Beyond the Hype: Senior Engineers Share Practical AI Strategies for Coding Productivity

January 19, 2026

Discover how senior software engineers are practically using AI for coding, from effective 2-agent TDD setups to automating boilerplate, and why agent quality often trumps basic copilots.

Ai Software Development Coding Productivity Ai Agents Test Driven Development Boilerplate Generation Code Refactoring Data Privacy Llm Applications Developer Tools Ai Best Practices