Kaleb Pomeroy

Software Engineer

Kaleb Pomeroy is a software engineer at SpecterOps researching agentic systems, memory architectures, and interaction design. His work focuses on bridging modern AI research with practical software engineering.

See the latest by Kaleb Pomeroy

Designing an MCP Server for AI Agents: Why Wrapping Your API Is the Wrong Abstraction

AI & Security

Designing an MCP Server for AI Agents: Why Wrapping Your API Is the Wrong Abstraction

An MCP server for AI agents is not just a wrapper around your existing REST API. The tools have to be shaped…

By: Kaleb Pomeroy

12 mins