Type: url

Original: https://www.codecentric.de/wissens-hub/blog/shift-left-and-right-wie-ki-integration-ueber-das-coding-hinauswaechst

Status: partial

Summary

A German-language codecentric AG blog post (4 September 2026), the final part of a series on AI integration, arguing that faster AI code generation puts pressure on the stages before and after coding. It defines Shift Left (quality and clarity earlier, with the specification as the lever) and Shift Right (quality gates and learning in production), describes how AI supports each (spec reviews, consistency checks and acceptance-criteria generation; auto-triage, root cause analysis and anomaly detection), and contends that both together form a closed learning system.

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