AI-First Software Services

From bespoke builds to coaching your team: AI-first development that ships fast without piling up tech debt

AI can move your software forward at incredible speed, or quietly bury your team in debt it spends the next year digging out of. I help you get the speed without the mess, whether that means building it for you, building it with you, or teaching your team to do it themselves.

Pick the level of involvement that fits where you are:

1. Bespoke AI-First Software

Full-service design and build. I take your idea or rough prototype and deliver production-grade software, using AI-first practices end to end, so what you get is maintainable from day one, not a demo you have to throw away.

  • End-to-end delivery: architecture, build, testing, and deployment
  • AI-accelerated, human-reviewed: fast output with the guardrails that keep it production-ready
  • Built to maintain: tested, documented, and structured so your team can own it later
  • Also available embedded: drop me into your existing team on a fractional basis to deliver features and set the bar from the inside

2. Team Coaching & Training

Your team is already using AI. Let's make sure it's making them faster, not saddling them with debt. I coach engineers and teams on how to fold smart, AI-first practices into their everyday workflow.

  • Workflow integration: where AI belongs in your day-to-day, and where it doesn't
  • Debt prevention: review, testing, and prompting habits that stop AI output from rotting your codebase
  • Hands-on, not theoretical: coaching grounded in your actual code and your actual stack
  • Lasting capability: your team keeps the practices long after the engagement ends

Already on Rails?

Rails is my home turf, though I work just as often in Python, Node, React, and many other frameworks and platforms. If you need focused help on an existing Ruby on Rails application, these are dedicated deep-dives:

Not Sure Which You Need?

That's a fine place to start. Tell me where your team and your codebase are today, and I'll tell you honestly what would help most.

Let's Talk →