The key insight with tmux agent parallelism is giving each pane a dedicated markdown spec file rather than sharing context. Agents stay focused and you avoid prompt contamination across sessions. Name your windows after the spec, not the task, so you can resume cold sessions without re-reading logs. Also worth adding a status pane that tails a shared cost log, otherwise parallel runs burn budget fast without you noticing.