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The State of Code Abundance 2026

As AI code generation redefines software delivery, this report reveals the hidden operational, financial, and governance risks enterprises can no longer afford to ignore.

DevOps for Automotive Industry showing increased code productivity

Exposing the Enterprise AI Readiness Gap

Enterprise leaders are confident in AI-generated code, but it's what happens downstream that's exposing the gaps.

Analytics - DevOps insights that drive action

Key Findings

81%

Reported an increase in production incidents due to AI-generated code

70%

Say maintaining their test suite is now a bigger burden than writing code itself

52%

Reported a significant increase in software development output due to AI coding tools

Are you ready for code abundance?

The report provides you with a framework to asess your organization on the six essential factors for AI-readiness.

The Code Abundance Readiness Evaluation (CARE)

See how enterprises are rating their own readiness for AI-driven software delivery and find out how your organization compares.

Analytics - DORA metrics

The State of Code Abundance Report 2026

Download the full report to explore the research and see how enterprise organizations are adapting to the realities of AI-powered software delivery.