Google TPU v8: I ran it against my production workload and the numbers don't add up

Google announced two chips designed for the "agentic era." I ran my real agent workload against their published numbers. The gap between hardware marketing and what an indie dev can actually use today is brutal — and it's not a technical limitation, it's a business decision.