Measuring AI Impact on Software Development: How to Track ROI and Efficiency with Data-Driven Insights

Measuring AI Impact on Software Development: How to Track ROI and Efficiency with Data-Driven Insights

AI coding assistants promise productivity gains, but are they delivering? Learn how to measure the real impact of AI tools on your SDLC—from code quality to cycle time to developer satisfaction. Discover which metrics matter for ROI analysis and how Keypup's AI Usage dataset, AI Agent and MCP Server correlate AI adoption with engineering outcomes.

Thomas Williams
Technical Debt Isn't Just Code: Measuring the Hidden Costs in Your SDLC

Technical Debt Isn't Just Code: Measuring the Hidden Costs in Your SDLC

Discover how technical debt extends far beyond messy code into your entire software development lifecycle. Learn to identify, measure, and quantify process debt, review debt, testing debt, and documentation debt using Keypup's MCP Server for AI-powered SDLC analysis and cost calculation.

Arnaud Lachaume