Innovation Lane

Insights on software, automotive, mobility and the technologies shaping the industries we work with.

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AI agents on mature codebases: understand first, then change

Thousands of guides on agentic coding show a greenfield demo. Real software house work starts from a system already in production. Here is what working with AI on mature codebases actually looks like - and where it genuinely helps.

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