One AI agent running 48 skills is the same anti-pattern as one engineer doing everything. I split it into 10 specialized agents — named after Egyptian gods — with zero breaking changes to existing infrastructure.
47 repos. 455 merged PRs. 24 knowledge base docs generated automatically. Documentation doesn't drift when a god of knowledge is watching.
The bottleneck in AI-assisted development isn't writing code faster — it's thinking sequentially when the work isn't. Here's how dispatching three agents simultaneously collapsed three review cycles into one.
49 services. 7 agents running 24/7. 54 monitors. One dashboard. Here's how I built the cognitive hub that makes running an autonomous AI ecosystem survivable.
The shift from AI-as-assistant to AI-as-agent isn't just a capability upgrade. It's a fundamental reorganization of how engineering teams are structured, how work flows, and what the engineering manager's job actually is.