Agentic systems that finish the mechanical work and leave the judgment where it belongs. Every recommendation in this practice is something already in use.
Six areas, each one born from a real job that needed doing — then shipped and kept in production.
Multi-step systems that handle a task end to end and return structured output you can act on.
Vision and audio systems that organize libraries, transcribe, and pull chapters from long footage.
Scheduled analyst work with rubric-based scoring and a loop that checks its own claims.
SwiftUI macOS software for local media processing, where the file never leaves the machine.
Where this genuinely fits a team, and just as often, where it does not and should not.
Capturing a repeatable process once, then handing the whole team the capability.
Tell me which practice fits — or just describe the problem and I’ll tell you.