Anthropic's Code with Claude developer event in London showcased how quickly AI-assisted coding has become normalized. When engineer Jeremy Hadfield asked the audience how many had shipped pull requests entirely written by Claude without reading the code, most hands stayed raised. The packed room full of developers working on laptops during talks illustrated how deeply embedded these tools have become in daily workflows.

Claude Code's evolution through versions 4.6 and 4.7 has made it reliable enough for developers to trust it with substantial work. A new feature called 'dreaming' lets coding agents leave notes for future agents, creating institutional knowledge across tasks. This self-improvement approach reflects Anthropic's goal of having Claude prompt itself and handle errors without human intervention.

Companies like Spotify, Delivery Hero, and startups Lovable and Base44 presented how they've restructured development teams around Claude Code. However, concerns persist in online forums about code quality and security risks from unchecked AI generation. Anthropic executives acknowledged that traditional software practices remain essential despite the automation push.

The technology has advanced to the point where Claude matches midlevel engineer capabilities for many tasks. While human oversight remains necessary for system design and complex troubleshooting, the trajectory points toward AI handling increasingly sophisticated engineering work autonomously.