I wire AI into how crews build, and make it actually stick.
Enterprise AI delivery, multi-agent & MCP rigs, and the training that turns flashy pilots into the daily way the crew ships.
Ran with crews at
SIA Maybank Prudential Manulife Chanel
1500+
practitioners trained
2-3x
productivity gains
8+ yrs
enterprise delivery
jack in
Where to next
Short hub. The real intel lives on its own page.
The work
Jacking AI into delivery, building the agent rigs behind it, and training the crews who run them.
See the work →Talks & training
Stage time and hands-on drills run for 1500+ practitioners across the megacorps.
Peep the talks →Blog
Notes from the net on AI, delivery, and the tools worth running.
Read the feed →Builds
Open-source rigs and selected work, the Starside Labs gear included.
Browse builds →feed
Fresh off the net
Why Open Quest Format froze its file format at v0.1 while the chrome keeps changing
open-quest-formatformatsopen-source
Why Open Quest Format keeps dialogue on its own rig, apart from the quests
open-quest-formatgamedevarchitecture
Shipping Rust chrome to four decks from one CI rig
cozy-steamworksrustci
Let's link up, choom.
Always down to trade notes, talk shop, or just ping. The net is the fastest way to reach me.
Ping me