Why does lifecycle awareness fail?

The most common reason lifecycle awareness fails: Treating all agents as if they need equal attention regardless of stage. Mature agents get fussed over when they should be left alone. Fragile new agents get ignored because older ones feel more important. The portfolio degrades not from any single agent failing, but from attention being allocated without awareness of where each agent actually is.

The fix: List every active agent in your cognitive infrastructure. For each one, assign a lifecycle stage: genesis (just created, untested), deployment (actively being calibrated), maturity (running reliably, minimal intervention), or decline (losing relevance, producing diminishing returns). Count how many fall in each stage. Then ask: does my actual attention allocation match this distribution? Where am I over-maintaining a mature agent? Where am I neglecting one still in deployment?

The underlying principle is straightforward: Knowing where each of your agents is in its lifecycle helps you allocate attention appropriately.