Building an MCP-Powered Restaurant Intelligence Platform from Scratch
How we unified messy restaurant data, built MCP agent tools for NL-to-SQL and demand forecasting, and delivered a 56% forecast accuracy improvement.
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Field notes.
Long-ish posts about work we shipped — the decisions, the bugs, the numbers. No think-pieces, no listicles.
The Agent Stack in 2026: From Chatbots to Autonomous Systems
How the AI industry moved from chatbot demos to production agent systems — and what the new stack looks like with MCP, A2A, multi-agent orchestration, and FinOps.
→ read_post()From Four Tools to One Dashboard: Engineering a Solar Proposal Platform
How we consolidated a fragmented sales workflow into a unified proposal dashboard that cut creation time by 62% for a leading solar roofing company.
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