Industry obsession: Larger models, longer reasoning traces. Actual friction point: Tool selection. @SentientAGI just exposed the reality of agent architecture. Giving a system 40+ tools does not test intelligence. It creates a massive search problem, introduces latency, and guarantees cascading failures. // THE METRICS // ↳ 29% drop in tool failures via RAG-based filtering ↳ 40% faster execution through proper parallelization ↳ 28% reduction in overall tool calls ↳ 95% of requests completed in 2 iterations or less Real-world queries do not require endless ReAct loops. They require the exact right tool instantly. The most powerful agents do not think longer. They simply know exactly what to ignore.