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AsiaInfo Technology: New Tech Exploration
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AsiaInfo Technology: New Tech Exploration

AsiaInfo's cutting‑edge ICT viewpoints and industry insights, featuring its latest technology and product case studies.

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Latest from AsiaInfo Technology: New Tech Exploration

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AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Oct 16, 2026 · Backend Development

AST + LLM Automate Legacy Refactoring: Strangler Pattern Achieves 72% Decoupling Automation

AsiaInfo's AST-guided LLM agent automates legacy Java refactoring via strangler pattern, identifying leaf modules through static analysis, generating clean architecture code with sandbox-verified unit tests, and routing traffic gradually, achieving 72% decoupling automation and cutting regression faults from 4.8% to 0.3% in a 124k-line BSS module.

ASTLLMgray release
0 likes · 12 min read
AST + LLM Automate Legacy Refactoring: Strangler Pattern Achieves 72% Decoupling Automation
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Oct 14, 2026 · Artificial Intelligence

AI Coding in Legacy Systems: First Build a Queryable Repository Knowledge Layer

The article argues that AI coding in legacy systems fails due to missing cross-module context, proposing a queryable repository knowledge layer that links code structure, business rules, and engineering conventions via graph-structured retrieval, and validates its trade-offs through dependency misuse, defect escape, and graph accuracy metrics.

AI codingContext EngineeringSCIP
0 likes · 13 min read
AI Coding in Legacy Systems: First Build a Queryable Repository Knowledge Layer
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Oct 10, 2026 · Industry Insights

6G Satellite QoS: Why Refusing Overloaded Connections Is More Responsible

This article analyzes QoS-aware access in 6G satellite networks, proposing dual KPIs (outage and served-slot QoS) and a two-phase framework combining edge caching with stable matching, showing that refusing connections during overload ensures near-perfect QoS for admitted users, unlike greedy admission which leads to widespread violations.

6GNTNQoS
0 likes · 23 min read
6G Satellite QoS: Why Refusing Overloaded Connections Is More Responsible
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Sep 18, 2026 · Fundamentals

From Ontology to CBE: The Four-Layer Ladder for Flexible Ontology Application

The article distinguishes objective and perspective ontologies, identifies two gaps between static knowledge and dynamic systems, and proposes a four-layer engineering paradigm—Unique Ontology, Perspective Ontology, Component-Based Design, and BIP—to build executable ontology twins for planning and optimization.

BIPComponent-Based EngineeringFlexible Software
0 likes · 27 min read
From Ontology to CBE: The Four-Layer Ladder for Flexible Ontology Application
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Sep 4, 2026 · Artificial Intelligence

Embodied Agent Self-Evolution: Feedback Granularity, Skill Libraries & Multi-Candidate Search

This article analyzes EmbodiSkill and ASPIRE research to derive three design principles for continuous evolution of embodied agents: fine-grained feedback attribution to distinguish skill defects from execution errors, skill libraries as core knowledge accumulation substrates, and multi-candidate exploration with competitive validation to improve robustness.

ASPIREAgentContinuous Evolution
0 likes · 20 min read
Embodied Agent Self-Evolution: Feedback Granularity, Skill Libraries & Multi-Candidate Search
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Aug 28, 2026 · Artificial Intelligence

Ontology-Oriented Loop Engineering: Building Digital Worlds for AI Agents

This article introduces Ontology-Oriented Loop Engineering (OOLE), a new software engineering paradigm shifting AI coding from generating code for humans to building verifiable, simulatable digital worlds for AI agents, using ontology knowledge as descriptive semantics and ontological twins as operational semantics, validated across telecom BSS/OSS and robotic manufacturing scenarios.

Agentic AIOntology-Oriented Loop EngineeringRobotic Manufacturing
0 likes · 58 min read
Ontology-Oriented Loop Engineering: Building Digital Worlds for AI Agents
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Aug 21, 2026 · Industry Insights

Exploring Industrial Physical Agents: Architecture, Edge AI, and Scalable Deployment

This article analyzes the adaptability bottlenecks of traditional industrial automation and proposes an Industrial Physical Agent (IPA) reference architecture that integrates event‑gated perception, embodied memory, edge VLA inference, execution decoupling, and cross‑machine memory sharing, outlining a practical roadmap from proof‑of‑concept to large‑scale deployment.

Embodied MemoryEvent‑Gated PerceptionVLA Inference
0 likes · 24 min read
Exploring Industrial Physical Agents: Architecture, Edge AI, and Scalable Deployment
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Aug 14, 2026 · Artificial Intelligence

Beyond 1.6×: Boosting Per‑Capita Demand Throughput in the AI Coding Era

Even though more than 90% of code is now generated by AI, teams only see a 1.6‑fold rise in per‑person demand throughput, revealing that the real bottleneck has shifted from coding to end‑to‑end delivery; the article analyses four key variables, presents a quantitative model, and offers concrete practices—prototype‑driven development, Spec‑Driven Development, Harness infrastructure, and a unified collaboration path—to lift organizational R&D efficiency.

AI codingDemand ThroughputHarness²
0 likes · 26 min read
Beyond 1.6×: Boosting Per‑Capita Demand Throughput in the AI Coding Era