3 posts
Clearing the wall: what Phase 3 autonomy actually looks like, the regulatory gate that turns out to be the design, and the two gates that tell you when you're allowed to move.
Becoming AI-native is an ordered path you walk one pipeline at a time — tools, then teammates, then autonomy. Part 1: codifying the process, the assist layer, and the wall every pilot dies at.
Anthropic's multi-agent Research feature beat single-agent Opus 4 by 90.2% — at 15× the token cost. Every documented production swarm runs on rails. Here's the topology decision framework before you commit.
