The Loop2 min read
MCP-first runtime shipped: one core, many surfaces
The contract core now drives web, API, MCP, and GPT from one runtime model.
Theo Boutron
The contract core now drives web, API, MCP, and GPT from one runtime model.
How R1/R2/R3 risk classes shape approval requirements and automation boundaries.
I shipped meeting intelligence as an execution compiler, not a recap archive.
I shipped scheduling and booking as a decision engine with policy and risk controls.
I stopped treating PM as ticket theater and shipped a contract-backed execution graph.