Dispatches from the build.
How I built each agent, what the architecture looks like, and what I learned along the way. High-level scaffolding — enough to inspire your own builds.
AI Operations
Building an AI Agency from Scratch
Four AI agents. One consulting practice. How I assembled a team of specialized agents that coordinate to deliver real client work — from strategy through deployment.
Architecture
The Agent Architecture
Skills, plugins, MCP servers, and the local marketplace that ties it all together.
Tools
Building a CRM on Google Sheets
Apps Script REST API, an MCP server, and a spreadsheet that became a pipeline tool.
Tools
Giving AI Email Access
A Gmail MCP server that lets AI read, send, draft, and reply — securely.
Agents
Automated Client Onboarding
Gated workflows, service agreements, credential security, and agent handoff.
Agents
AI-Powered Vendor Research
Search, scrape, qualify, and reach out — a four-stage research pipeline.
Tools
Browser Automation Meets AI
Playwright form detection with Claude vision fallback and human-in-the-loop.
Agents
Personal AI Assistants for Life Admin
MCP-powered agents for household management and property operations.