Project origins
The need comes from PC Doctor’s work: retrieving history, preparing documents and coordinating tasks with information that is often scattered. The project brings together local AI, agents and MCP experiments.
HYBRID ARCHITECTURE PROJECT
Hybrid Ops Copilot explores how to connect local models, memory and operational tools with external services when a task needs them.

The need comes from PC Doctor’s work: retrieving history, preparing documents and coordinating tasks with information that is often scattered. The project brings together local AI, agents and MCP experiments.
The approach considers AMD and Intel infrastructure, local models and external providers. Selection depends on task type, compatibility and the required control over data.
MCP and operational memory help applications and agents share context. Permissions and human review define what each connection can do.
Lessons inform InnerOS, Ralfi IA and CreatorCore’s development work. Capabilities and availability are reviewed in each project profile.
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