How MCP Is Changing Website QA Workflows for Development Teams

July 22, 2026 · Dev.to

The future of AI coding isn't better prompts. It's better engineering constraints.
Over the past few months, I've noticed that most discussions around AI coding assistants focus on prompts. People share:
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