DORA Report Takeaways + Build Your Own DORA Metrics Dashboard with MCP!

The question of whether to adopt AI in software development has already been answered. According to the 2025 DORA AI Capabilities Model - based on research from nearly 5,000 technology professionals and over 100 hours of qualitative analysis - close to 90% of developers are already using AI in their day-to-day work. What remains unresolved is not adoption, but effectiveness. Many organizations have equipped their developers with powerful AI tools, yet struggle to translate individual productivity gains into meaningful business outcomes. This disconnect is at the heart of DORA’s latest research. The report introduces a critical insight: AI is an amplifier. It does not inherently improve systems; instead, it magnifies the strengths and weaknesses that already exist. High-performing teams become faster and more effective, while struggling teams often see their inefficiencies scale. This reframes the entire conversation around AI adoption. Success is no longer about choosing the right tool