Alibaba Cloud Developer
Alibaba Cloud Developer
Nov 12, 2025 · Artificial Intelligence

How Self‑Programming AI Agents Are Built: From LLM Brain to Dynamic Code Execution

This article explains how a self‑programming AI Agent is constructed by extending large language models as the brain, designing a multi‑area architecture, implementing memory layers, prompt engineering with segment mechanisms, and enabling code generation and execution through a Python‑Java bridge, while sharing practical insights and future directions.

AI AgentLLMSelf‑Programming
0 likes · 34 min read
How Self‑Programming AI Agents Are Built: From LLM Brain to Dynamic Code Execution
Architects' Tech Alliance
Architects' Tech Alliance
Mar 1, 2025 · Artificial Intelligence

Decoding DeepSeek: A Four‑Tier Capability Framework for Multimodal AI

The article outlines DeepSeek's four‑level capability hierarchy—basic multimodal data fusion and dynamic governance, intermediate domain modeling with causal reasoning and multi‑objective optimization, advanced complex system modeling with digital twins and multi‑agent coordination, and ultimate autonomous evolution features such as concept‑space exploration and self‑programming.

Artificial IntelligenceDeepSeekModel Capability
0 likes · 5 min read
Decoding DeepSeek: A Four‑Tier Capability Framework for Multimodal AI