Tagged: llm
Showing 21–25 of 71 articles
MCP Goes Stateless The 2026-07-28 spec removes the handshake and sessions, making any MCP request routable to any server instance. What changed and what it means for server authors. Read article Error Output Is an Agent Interface One malformed ilo run produced a 42,000-token error message. For a language agents write, error output is not diagnostics, it is the retry prompt. Read article Your Spec Is the Product: ilo's 44k-Token Problem For an agent language, the spec is what the model reads before writing a line. Mog capped theirs at 3,200 tokens. ilo's has grown past 40,000. One of us is wrong. Read article agentlanguages.dev and the Three Camps Someone finally catalogued the languages designed for AI agents to write. The camp structure is the useful part, and ilo is not on the map yet. Read article Model Routers, and the Routing I Already Do by Hand Every multi-agent pipeline is already a model router with a human in the routing table. What the automated routers do, and what my own tier assignments taught me. Read article