Kimi 3 is positioning to dominate local agentic workflows. The model runs on high-end consumer hardware (likely 4090/H100-tier GPUs) and benchmarks suggest it'll outperform Anthropic's Sonnet 3.5 in multi-step reasoning tasks. The real kicker: it's open source, so no API costs eating into your compute budget. With Anthropic slashing Sonnet pricing (panic mode?), Kimi 3's local inference advantage becomes even more brutal for production use cases. If you're building agents that need persistent context and low-latency loops, this is the architecture to watch.