Thoughts, insights, and perspectives on AI development and integration
MCP is enabling AI to act, not just think — and it could fundamentally change how businesses operate, innovate, and scale.
James Coholan
Full Stack AI Product Engineer
Explore the next generation of AI interfaces that go beyond simple chat interactions and command line tools.
Best practices for integrating AI capabilities into existing software products without major architectural changes.
More articles coming soon
