Aura Logic Engine: Three-View Architecture and Variational Free Energy
Aura Logic Engine Manifesto This article introduces the core thermodynamic theory, behavior-driven algorithms, …
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Thoughts & Records
In-depth analysis of Aura Agent engine's algorithm implementation, architectural design, and evolution logic.
16
Jun 2026
16
Jun 2026
Aura's Golden-Gray Hybrid Execution Engine
Golden-Gray Hybrid Isolation Execution Architecture This article details the theoretical foundation, design …
04
Jun 2026
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 …
04
Jun 2026
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 …
04
Jun 2026
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 …
26
May 2026
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 …
28
Apr 2026
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 …
28
Apr 2026
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 …
28
Apr 2026
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 …
28
Apr 2026
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 …