Engineering Log

What we're building, shipping, and learning. Real engineering, not AI theory.

Not every client needs the same thing. Here's how we actually work - from MVP builds to AI-native staffing - with real examples.

Most people use AI agents like a chatbot. The real shift happens when you start treating yours like a printing press. Here's the workflow.

A mental model for how AI agents actually work today, from vanilla Claude Code to orchestrated teams. Four layers, and counting.

Watch 22 tool calls unfold as Claude builds a complete Next.js todo app - captured from a real session transcript.

A deep dive into Claude Code's internals - from the agentic loop to tool execution, permissions, MCP, and context management.

Tell us what you need.

Whether it's a product, a team transformation, or a developer - we'll get back to you with an honest answer on whether we're the right fit.