Research decomposes replication into find targets, gain execution, establish inference, propagate. Demonstrates Gemma4-26B-A4B at 0.39 tok/s across 15 Android TV boxes; GLM-5.2 completes simplified end-to-end replication in lab GCP fleet. Uses Memento harness on Pi coding agent for long-horizon backtracking.