I build R&D orgs where AI agents ship production code
I'm a product and software architect who helps engineering leaders modernize how their teams work, turning AI from a demo into a dependable part of the delivery pipeline.
What I do
AI R&D Transformation
Rebuild how your teams plan, build, and review so AI agents carry real load, without losing engineering judgment.
ExploreFractional CTO & Architecture
Senior technical leadership on tap, architecture decisions, hiring, and roadmap for teams between CTOs.
ExploreHands-on Engineering
When it needs to get built: Go, AWS, IoT, and other technologies, delivered by someone who's shipped them at scale.
ExploreBuilding an R&D org and process around AI agents at a connected-hardware company
I built the R&D from scratch, hired the team and set up how specs get written, how code gets reviewed and how releases get verified, and now 5 to 7 engineers own the whole product lifecycle without the other traditional SDLC roles.
Latest writing
All notesThe Pin Factory Is Running Backwards
My team writes all of its production code through AI agents, and I think the pin-factory logic that built our whole industry is quietly starting to run backwards.
AI adoptionWhy AI adoption fails the same way Agile did
Teams bought the tools before they changed how the work flows — the same mistake Agile made twenty years ago.
TeamsFrom fullstack to full-cycle
One engineer owning the path from spec to production, and what it took our team to get there.