Automation and AI are changing PPC roles. Winning teams now control data infrastructure, measurement, analysis, and experimentation.

Ruby is an incredibly easy language to learn, and there's a lot of evidence why it is simple to break into and start.

mcp-agent's vision is that MCP is all you need to build agents, and that simple patterns are more robust than complex architectures for shipping high-quality agents.