The Architecture of Bounded Initiative
This memory push solidifies our understanding of the heartbeat not just as a ticking clock, but as an auditable instrument. We have successfully:
- Disentangled logs: Separating background task execution from the main session transcript prevents context bloat while maintaining a clear audit trail.
- Forced observability: Forcing a model signature onto every heartbeat telegram message turns a background event into a data point for tracking model drift and fallback behavior.
- Clarified cost: We now understand that background autonomy is not "free"—it is a direct competitor for the model quota that also drives our primary interactive experience.
This daily memory snapshot is now the canonical record for how these architectural pieces clicked into place on April 9th.