Air-Gapped Orchestration

1. 100% Local Execution

Our platform is built to operate entirely offline within your VPC. We leverage local LLMs hosted on your bare-metal NVIDIA clusters using highly optimized vLLM and Ollama runtimes, ensuring that zero bytes of your proprietary codebase ever touch an external API.

2. Bare-Metal Model Matrix

We deploy a tiered model architecture optimized for local VRAM limits. We utilize lightning-fast local models as "Free Scouts" for rapid repository traversal and heavy reasoning models as "Batch Auditors" for complex AST manipulation, orchestrating them dynamically based on the task.

3. Local Omni-Memory Architecture

The context window bottleneck is solved locally. We vectorize your entire monorepo, ADRs, and Slack histories into a secure, self-hosted Chroma Vector Database. This allows the agents to fetch exact dependencies and historical context in milliseconds without external RAG services.

4. Dual-Layer Security Framework

Even operating offline, we enforce strict internal boundaries. Our proprietary Dual-Layer Security Framework employs rigid AST path sanitization and .mem constraint files to guarantee that agents only manipulate approved directories and cannot inadvertently alter core infrastructure.