Derivative Insights & Articles

Articles & AI Engineering Insights

Perspectives on AI web development, automation strategy, customer experience, and the practical systems that help businesses move faster.

AI Engineering & Email Avatars
2024-12-09

AI Avatars and Email Follow-Up: What Worked, What Didn't

Joe Terry, Head DG

AI avatars paired with automated email follow-up — measured results, failure points, and running costs for a service business.

AI Web Development
2023-12-12

An AI-Assisted Development Workflow: Setup and Trade-offs

Derivative Genius Engineering Team

How AI tools fit into our Next.js pipeline — where they save time, where they need human review, and what we check before shipping.

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