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.
100+ markdown files across 7 locations. Zero semantic search. I built a vector-powered knowledge system that indexes everything I know and serves it to every consumer in the stack — and named it after the cosmic library of all existence.
In Egyptian mythology, Thoth maintained the Akashic Records — the cosmic library of all existence. In our stack, the same relationship emerged organically. A documentation engine that writes knowledge and a vector store that makes it searchable. The scribe feeds the library.
Perplexity just launched a managed multi-model agent platform that orchestrates 19 AI models. It is a direct shot at open-source agent systems — and the architectural trade-offs tell you everything about where this industry is splitting.
A $50-bet live trading bot silently hung for 7 hours while generating STRONG signals. No alerts. No restarts. I diagnosed the asyncio event loop failure, killed the process manually, and then built Horus — a self-healing watchdog daemon that would have caught it in under 10 minutes.
The US military identified climate as a national security threat before climate science became politically contested. A bomb cyclone battering the Northeast isn't a weather story — it's an infrastructure vulnerability report.