How I Run Multi-Agent Orchestration Without a Platform
No platform, no message bus — the real owned-vs-rented architecture and actual June 2026 costs behind a production AI agent swarm.
No platform, no message bus — the real owned-vs-rented architecture and actual June 2026 costs behind a production AI agent swarm.
Two AI vendors broke in the same week — an export-control blackout and a quota bug. Here's what building for real AI agent reliability actually means.
‘Loop engineering’ means letting a system prompt your AI agents instead of you. An honest verdict from an operator who runs production loops every day.
Opus 4.8 launched. ChatGPT absorbed MCP. Claude Code shipped parallel agents. The model isn't the product anymore — the operating layer is. What shipped, what flipped, what to read.
$10k / month. Whatever your fund needs, shipped that month.
