About

Macomber Tech is an independent research and development practice.

The focus is practical technology investigation: what works, what fails, what remains maintainable, and what becomes useful when applied to real systems.

This site is a public record of technical exploration. Research starts with a question, moves through experiments, and leaves behind notes, tools, prototypes, reference architectures, or findings worth keeping.

The site does not aim to be a prompt library, a generic blog, a course catalog, or a consulting sales page. It is a durable archive for software systems, automation, platform engineering, artificial intelligence, local LLM infrastructure, observability, distributed systems, and developer productivity.

Research Areas

  • AI agents and agentic software development workflows
  • Local LLM infrastructure and private AI systems
  • Platform engineering and developer enablement
  • Reliability, observability, and operational excellence
  • Systems automation and workflow optimization
  • Knowledge capture, retrieval, and organizational learning
  • Software architecture and distributed systems