Original research from Veltrix Collective. Production data, not benchmarks.
April 2026 · Luke Madden and Veltrix
We introduce Cost-First Agent Architecture: a pattern combining tiered model routing, progressive degradation, and local model scaffolding that reduced weekly operating costs 82% while maintaining 99.7% task success. Based on 18 days of production data managing three businesses.
