Skip to content
energyMEDIUM2026-05-06 23:42 UTC

I tested the same self-monitoring role doc on Claude and Gemma 4. Here's what survived.

Mnemara is an open-source agent runtime where the role doc is re-read every API call and pinned as the system prompt — rules apply on turn 20, not just turn 1. The flagship example is sentinel.md, which tells the agent to halt on four failure modes: No progress — N+ turns with no state change Pollin

ADVERTISEMENT
⚡ STAY AHEAD

Events like this, convergence-verified across 689 sources, land in your inbox every Sunday. Free.

GET THE SUNDAY BRIEFING →

RELATED · energy