ACE (Autonomous Cognitive Entities) Framework provides infrastructure for developing autonomous agents without cloud dependencies. It enforces 100% open-source tooling and local-only execution across servers, desktops, laptops, and edge devices. The framework emphasizes model-agnosticism to avoid vendor lock-in and uses a task-constrained approach to empirically measure agent capabilities against defined benchmarks.