
· AI
What Happens When AI Writes All the Code
The client described the changes, Claude Code wrote them for twelve weeks. What had to be automated around the model to make that safe.
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The client described the changes, Claude Code wrote them for twelve weeks. What had to be automated around the model to make that safe.

Where AI actually saves time in Playwright E2E tests: selector strategy, prompt patterns, MCP integration, and real ROI numbers from production projects.