Caffeo was created to solve a problem I experienced firsthand: running a growing network of cafés with fragmented tools, spreadsheets, and systems that were not designed around the realities of day-to-day café operations.
Instead of adapting the business to existing software, I built Caffeo around the actual workflows of café owners, managers, and baristas.
The platform combines sales, inventory, product costs, employee shifts and payroll, financial reporting, and real-time analytics in a single system. It includes an Android application for point-of-sale operations and a web-based management platform for owners and managers.
A key requirement was reliability in real-world conditions. The POS application can continue operating without an internet connection and automatically synchronizes data when connectivity is restored.
Caffeo evolved from software used to operate a real café network into a multi-location SaaS platform, designed to give owners a clear view of revenue, costs, inventory, profitability, and day-to-day operations without the complexity of traditional enterprise systems.
The product was built through years of direct experience with the business it manages, which allowed the software to evolve around real operational problems rather than hypothetical requirements.
Then: 1 month, 1 template.
Now: 1 week, 15 templates.
Same designer, different workflow.
I wrote up how I built no-code.supply: fifteen website templates, each with its own brand, in HTML and React, and some in Framer too. Claude Code did most of the typing. I did the directing.
Talon Forge — AI-Assisted Automation & Multi-Agent Workflow System
Designed and built an AI-assisted workflow platform that coordinates task intake, job decomposition, specialist agents, quality assurance, cost tracking, and final delivery. The system is designed for reliable, scalable automation while keeping human approval gates around sensitive actions.