Coding agents have become the first AI product users pay for at scale. This adoption is driving compute demand faster than infrastructure can be built. While OpenAI and Anthropic eye potential IPOs, the market struggles to keep pace. Practitioners should expect continued hardware bottlenecks as agentic workflows move from hype to high-volume enterprise use.