Work, told the way it went
One client project, anonymized because that is what confidentiality means, and three of my own products, named because they are mine. Each one says what the situation was, what I built and what came out.
Phalcon to Laravel, module by module
An incremental migration of a multi-tenant operations platform: no big-bang switch, no rewrite from scratch, and 60 percent lower latency.
An API that AI assistants can use: Laravel, Android and an MCP server
A multi-tenant inventory product built as three parts: a Laravel API, a Kotlin Android app, and an MCP server so an assistant can answer questions about the stock without touching the database.
A small model trained for one job: a wake word
For my own voice assistant I needed a wake word that runs locally, all day, on a phone. Not a job for a large model: a small model trained on recordings of that one phrase, evaluated against the mistakes that matter.
A one-person company run by agents
Scuttle Development is one person. Finding companies, writing and sending outreach, drafting posts, tracking replies, planning and bookkeeping run as agents on one pattern, with a human tap wherever something leaves the building.
Does one of these look like your situation?
Tell me which one and what is different on your side. I reply within one working day with how I would approach it, free.