What is the DORA Report on AI?

DORA's 2025 model surveys 5,000 devs, showing AI amplifies existing team strengths/weaknesses, not fixes systemic issues.

How do I build a DORA metrics dashboard?

Use MCP: Docker install, connect repos/CI, track deployment frequency/lead time/fail rate/MTTR. Open-source, quick setup.

Does AI improve software delivery?

Only with strong foundations—clear policies, good data, healthy culture. Otherwise, it worsens bottlenecks.

🏗️ DevOps & Infrastructure

AI Supercharges Dev Teams — But Only If You Fix the Pipes First: DORA's Brutal 2025 Truths

Your dev team’s cranking out code faster with AI, but deployments crawl? DORA’s 2025 report nails why: AI amplifies existing messes. Here’s the real fix.

theAIcatchup Apr 10, 2026 3 min read

Dashboard visualizing DORA metrics with AI capability scores and deployment trends

⚡ Key Takeaways

AI amplifies existing team strengths and weaknesses — elite squads soar, others sink. 𝕏
Clear AI stance and healthy data ecosystems are top capabilities for systemic gains. 𝕏
Build DORA dashboards with MCP to track and fix your pipeline realities. 𝕏

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theAIcatchup

Community-driven. Code-first.

#AI in DevOps #AI in dev #DORA Report #DORA dashboard #MCP dashboard #devops dashboard #software delivery metrics #software metrics

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Originally reported by Dev.to

⚡ Key Takeaways

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