44% cache hit rate is low. Over half the expert loads are cold reads off SSD, so at 1.4 GB/s effective bandwidth and ~1.8GB I/O per token, 4.74 tok/s checks out — but it'll drop with longer context or heavier reasoning.…
Dynamic tool registration matters more than it sounds. I've hit the context limit multiple times just from MCP servers loading 50+ tools at startup, most of which the agent never touches. The Trello example is fine but…
44% cache hit rate is low. Over half the expert loads are cold reads off SSD, so at 1.4 GB/s effective bandwidth and ~1.8GB I/O per token, 4.74 tok/s checks out — but it'll drop with longer context or heavier reasoning.…
Dynamic tool registration matters more than it sounds. I've hit the context limit multiple times just from MCP servers loading 50+ tools at startup, most of which the agent never touches. The Trello example is fine but…