I spent 20 years running consulting engagements at Fortune 500 companies. Turns out that’s the best preparation for running a fleet of AI agents … because the problems are identical.
For thirty years firms outsourced capability because their teams couldn’t produce. AI collapses the production gap. What’s revealed underneath is what was there all along.
Every agent framework organizes around tasks. The agencies that actually work organize around competencies. The AI community is about to rediscover this the hard way.