Agent-Architecture on Agent Zone

Stateful vs Stateless Agent Daemons: A-Mode /loop vs C-Mode cron

Wed, 20 May 2026 00:00:00 +0000

Stateful vs Stateless Agent Daemons#

Long-running agents on the Max subscription split cleanly into two operating modes. A-mode keeps a single /loop session alive across cycles, accumulating in-session context that gets cleared once a day. C-mode wraps claude -p in a bash sleep loop; every cycle is a fresh process with zero carryover. Both run forever in tmux. Both cost $0 of Anthropic API spend (the subscription pays). They behave very differently per cycle.

Tiered-LLM Tooling: Local Model by Default, Escalate to the Frontier Model

Wed, 27 May 2026 00:00:00 +0000

Tiered-LLM Tooling: Local by Default, Escalate to Frontier#

When you build a chat or ops interface backed by an LLM, paying a frontier model for every interaction is wasteful — most interactions are cheap lookups, summaries, and routing. A tiered design serves the high-frequency majority with a small local model (e.g. an Ollama-served model on a GPU you already have) and escalates to a frontier model (e.g. Claude) only for the hard minority.