The Sovereign Edge Proxy
That Slashes Cloud LLM Bills by 80%
AtacamaODR intercepts developer CLI & agent traffic (claude, cursor, gemini). It compresses conversational bloat with proprietary context compaction and executes code turns locally on your Mac's Metal GPU—mechanically quarantining sensitive IP.
Enterprise Token Bill Shock Calculator
See how much AtacamaODR saves your team every month in Claude & Gemini API credits.
Dual-Plane Sovereign Routing Architecture
Never compromise between speed, air-gapped data security, and frontier reasoning capacity.
Powered by state-of-the-art Qwen 2.5 Coder (4-bit native Apple Silicon Metal quantization). AtacamaODR's autonomous hardware profiler automatically selects the optimal parameter scale for your Mac's unified memory: 1.5B on 8GB Macs, 7B on 16GB Macs, 14B on 24–36GB M-series Pro chips, and 32B on 48GB–128GB+ Max/Ultra workstations. Resolves interactive code modifications, unit test authoring, and multi-file refactors directly on-device with zero cloud latency.
- ✓ 70–120 tok/s native Metal throughput
- ✓ Air-gapped on-device execution (zero egress on local turns)
- ✓ Adaptive Context Compaction prunes 85–92% of redundant tokens
- ✓ Resolves ~72% of pairing turns at $0.00 cloud spend
When task complexity, cross-module refactors, or prompt lengths exceed optimal on-device thresholds, AtacamaODR's autonomous predictive governor seamlessly upshifts to Claude 3.5 Sonnet, Gemini 2.5 Pro, or your corporate AI gateway.
- ✓ Up to 2,000,000 token context horizons
- ✓ Pre-compacted payloads save 50%+ input cost
- ✓ Zero manual model switching in developer CLI