Lab

Notes from the lab.

Experiments, operating notes, and practical lessons from building AI agents into real software systems.

AgentsMCPEvalsWhatsAppVoiceBelize

Agent eval · 4 min

Evaluating agents before they reach customers

A practical checklist for prompts, tool calls, blocked actions, and human review.

MCP · 5 min

MCP servers as the bridge between AI and operations

How we expose tools safely so agents can read, draft, and request approvals.

WhatsApp · 3 min

WhatsApp as the first AI surface for Belize SMBs

Why chat automation works when it is connected to bookings, payments, and staff handoff.