
AI R&D as a Service
Bridging the AI Implementation Gap: Why Enterprise AI R&D Needs a New Model
Thoughts on technology, engineering practices, and building better systems.

Bridging the AI Implementation Gap: Why Enterprise AI R&D Needs a New Model

Why I Built Spec-Agents After Writing My Recent Review Article.

AI assisted software development is rapidly moving from vibes to value. This review is a snapshot in time of leading offerings and options

How to think about AI agents and automation in real business contexts—when they help, when they don't, and how to implement them successfully.

Model Context Protocol (MCP) servers are the key to making LLMs actually useful beyond chat. Learn how they work, how they decide which tools to use, and how to build your own orchestrator and server stack using FastAPI.

The story behind our name and the symbol that represents it.

Why we started Acme Logic Works and what drives our approach to building reliable software solutions.