04
Jun
Aura v11.0.0 Core Architecture: Three Foundations and Four Autonomous Systems
Aura v11.0.0 Core Architecture: Three Foundations and Four Autonomous Systems After multiple iterations, Aura has ushered in a major refactoring with …
Aura Core Technology
In-depth analysis of Aura Agent engine's algorithm implementation, architectural design, and evolution logic.
04
Jun
Aura: Cortex Multimodal Inference and Dashboard Design
Aura: Cortex Multimodal Inference and Dashboard Design In the systematic architecture of Aura v11.0.0, to enhance the AI OS’s perceptual depth …
04
Jun
Aura: Physical Skill Decoupling and Secure Execution Sandbox Mechanism
Aura: Physical Skill Decoupling and Secure Execution Sandbox Mechanism As the tools that Agents can invoke become increasingly powerful, ensuring the …
26
May
Embracing Pure Rust: Why Aura Cortex Abandoned llama.cpp for Candle
Embracing Pure Rust: Why Aura Cortex Abandoned llama.cpp for Candle On the path to ultimate performance, every technology choice in Aura comes with …
28
Apr
Aura EWC Knowledge Protection: Core Algorithm to Prevent Catastrophic Forgetting
Aura EWC Knowledge Protection: Core Algorithm to Prevent Catastrophic Forgetting Continual Learning is the ultimate goal of AI evolution, but it faces …
28
Apr
Aura Trajectory Streaming: Auto-Conversion from Execution Topology to Self-Evolving Datasets
Aura Trajectory Streaming: Auto-Conversion from Execution Topology to Self-Evolving Datasets In the AI field, the best data is not crawled from the …
28
Apr
Aura 8-Level Model Routing: The Golden Balance of Performance and Cost
Aura 8-Level Model Routing: The Golden Balance of Performance and Cost Letting an expensive flagship-level LLM perform a simple task like …
28
Apr
Aura Knowledge Dynamic Injection (KDC): The Semantic Loading Revolution beyond RAG
Aura Knowledge Dynamic Injection (KDC): The Semantic Loading Revolution beyond RAG Traditional RAG (Retrieval-Augmented Generation) is often global, …
28
Apr
Aura Four-Quadrant GC Lifecycle: Balancing Memory Locking and Auto-Release
Aura Four-Quadrant GC Lifecycle: Balancing Memory Locking and Auto-Release For an agent engine processing thousands of node jumps per second, …
28
Apr
Aura Immutable State Machine: One-Way Progression and Saga Compensation
Aura Immutable State Machine: One-Way Progression and Saga Compensation In classical software development, we are used to using try-catch-rollback. If …