🗺️ Roadmap

• 25Q4: Advanced multi-modal support Integrate image, speech, and structured data processing into the adaptive offloading pipeline to accelerate the agent’s multi-modal inference loop.

• 26Q1: Dynamic tool graph execution Expand the task scheduling subsystem to build and execute tool graphs dynamically instead of linear tool calls.

• 26Q2: Federated capability learning Support multi-agent deployment in the inference pipeline and let agents share capability deltas instead of raw weights, allowing knowledge transfer without massive retraining.

• 26Q3: Swarm inference Extend the inference framework to a distributed architecture and partition workloads across multiple heterogeneous devices in real-time. Track progress and propose features via issues/discussions.