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Alibaba Cloud Observability
Alibaba Cloud Observability
Apr 27, 2026 · Artificial Intelligence

From Observability to Understanding: Building an Agent‑Native Code Knowledge Graph with UModel

The article analyzes current AI code agents such as Claude Code and Cursor, highlights their three major limitations—guessing relationships, staying within the code domain, and lacking a temporal dimension—and proposes UModel’s deterministic AST extraction and cross‑domain linking to create a native code knowledge graph that lets agents move from merely finding code to truly understanding its structure.

AI agentsUModelarchitecture governance
0 likes · 26 min read
From Observability to Understanding: Building an Agent‑Native Code Knowledge Graph with UModel
IT Architects Alliance
IT Architects Alliance
Dec 8, 2025 · R&D Management

How to Standardize Architecture Decisions for Distributed Teams

The article outlines the challenges of distributed architecture governance and presents a layered decision framework, ADR usage, technology radar, committee structures, tooling, and continuous improvement practices to achieve consistent yet innovative architectural standards.

ADRR&D managementTechnology Radar
0 likes · 9 min read
How to Standardize Architecture Decisions for Distributed Teams
Kuaishou Tech
Kuaishou Tech
Apr 25, 2024 · Backend Development

Engineering Architecture Governance: Jar Package Management, IDEA Performance, and Maven Dependency Optimization at Kuaishou

This article details Kuaishou's engineering architecture governance process, covering project background, IDEA performance bottlenecks, cloud‑based IDE solutions, MavenHelper and custom Maven plugins for dependency analysis, handling NoClassDefFoundError issues, and static‑dynamic class dependency detection to improve backend build efficiency.

IDEAarchitecture governancedependency management
0 likes · 13 min read
Engineering Architecture Governance: Jar Package Management, IDEA Performance, and Maven Dependency Optimization at Kuaishou
Tech Architecture Stories
Tech Architecture Stories
Aug 15, 2023 · Cloud Native

Unlocking Microservice Success: The Interplay of Metrics, Governance, and Validation

This article explains how measurement (SLI/SLO), governance (architecture refactoring, MTTx), and validation (chaos engineering, disaster drills) interrelate in microservice systems, illustrating how observability drives governance actions, governance improves metrics, and validation reinforces both through continuous testing.

MicroservicesSLISLO
0 likes · 4 min read
Unlocking Microservice Success: The Interplay of Metrics, Governance, and Validation
Architects Research Society
Architects Research Society
Aug 12, 2023 · Fundamentals

The Unknown Art of Enterprise Architecture: Common Pitfalls and How to Overcome Them

This article reflects on the often‑overlooked discipline of enterprise architecture, highlighting common mistakes such as treating EA as a purely technical function, short‑term focus, executive arrogance, and over‑reliance on outdated frameworks like TOGAF, and proposes using data‑driven, metacognitive tools to guide more valuable, lightweight, and automated architectural practices.

EA PitfallsTOGAFarchitecture governance
0 likes · 6 min read
The Unknown Art of Enterprise Architecture: Common Pitfalls and How to Overcome Them
phodal
phodal
Jul 9, 2023 · Artificial Intelligence

How LLMs Can Transform Software Architecture Governance and Code Generation

This article explores how large language models can be integrated into software architecture governance, turning architectural rules into code, enhancing design, development, and runtime phases, and improving code generation quality through explicit knowledge, DSLs, and full‑process AI assistance.

AI-assisted developmentDSLLLM
0 likes · 14 min read
How LLMs Can Transform Software Architecture Governance and Code Generation
Architects Research Society
Architects Research Society
Aug 20, 2022 · Fundamentals

Enterprise Architecture Roles and Responsibilities in Disciplined Agile

The article outlines the various enterprise architecture roles defined by Disciplined Agile, explaining each role’s responsibilities—from Enterprise Architect and Chief Enterprise Architect to Architecture Owner, Chief Architect, and numerous specialist architects—while also providing a detailed table of specialist architect types and their focus areas.

architecture governancedisciplined agile
0 likes · 6 min read
Enterprise Architecture Roles and Responsibilities in Disciplined Agile
phodal
phodal
Jun 26, 2022 · Industry Insights

How Can Architecture Governance Become Self‑Service and Continuous?

This article explores the concept of architecture autonomous services as a self‑service data platform for architecture governance, outlines a four‑stage roadmap, provides concrete Log4j tracking examples using SourceGraph and ArchGuard, and details practical steps to build a data foundation, abstract service interfaces, integrate BI, and design metric‑driven evolution.

Data Platformarchitecture governancelog4j tracking
0 likes · 10 min read
How Can Architecture Governance Become Self‑Service and Continuous?
phodal
phodal
Jun 13, 2022 · Industry Insights

How to Govern Enterprise Architecture: Patterns, Standards, and Rules with ArchGuard

This article explores a practical approach to enterprise architecture governance by defining patterns, documenting standards, formalizing rules, and using tools like ArchGuard to detect code and architectural smells, visualize issues, and evolve compliance through measurable metrics.

architecture governancecode smellslinting
0 likes · 7 min read
How to Govern Enterprise Architecture: Patterns, Standards, and Rules with ArchGuard
DeWu Technology
DeWu Technology
Jan 10, 2022 · Operations

Post-Event Recap: E-commerce Stability Assurance Salon

The January 8th Shanghai salon, co‑hosted by DeWu Technology and Juejin, gathered e‑commerce experts to discuss peak‑season stability, emphasizing balanced mid‑platform development, link governance, rapid recovery, cross‑functional collaboration, and architecture governance through global visibility, measurement, and control of services and technical environments.

Project ManagementStability Assurancearchitecture governance
0 likes · 4 min read
Post-Event Recap: E-commerce Stability Assurance Salon
21CTO
21CTO
Dec 7, 2021 · R&D Management

Boosting Technical Competitiveness with an Entrepreneurial Mindset

This article explores the challenges faced by tech teams in fast‑changing, VUCA‑driven markets and proposes an entrepreneurial approach—strong belief, clear vision, value‑chain thinking, disciplined architecture, and a pragmatic team culture—to activate technical competitiveness and sustainable growth.

Entrepreneurial mindsetR&D efficiencyarchitecture governance
0 likes · 29 min read
Boosting Technical Competitiveness with an Entrepreneurial Mindset
IT Architects Alliance
IT Architects Alliance
Jun 26, 2021 · Fundamentals

Enterprise Architecture Capability and Governance: An Overview of the TOGAF Framework

The article provides a comprehensive overview of TOGAF’s architecture capability framework and governance model, detailing how enterprises can build, govern, and mature their architecture functions through organized processes, roles, resources, and compliance mechanisms across multiple architectural domains.

Architecture MaturityCapability FrameworkTOGAF
0 likes · 49 min read
Enterprise Architecture Capability and Governance: An Overview of the TOGAF Framework
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jun 25, 2021 · Fundamentals

Mastering TOGAF Architecture Capability and Governance: A Practical Guide

This comprehensive guide explains how TOGAF’s Architecture Capability Framework helps enterprises build and govern architecture capabilities, covering governance structures, capability components, the ADM phases, architecture committees, compliance processes, and practical governance guidelines for successful enterprise architecture implementation.

TOGAFarchitecture capabilityarchitecture governance
0 likes · 63 min read
Mastering TOGAF Architecture Capability and Governance: A Practical Guide
Architects Research Society
Architects Research Society
Aug 29, 2019 · R&D Management

Enterprise Architect Role and Strategic Practices in SAFe

The article explains the responsibilities, strategic influence, and collaborative practices of Enterprise Architects within SAFe, highlighting how they drive adaptive design, portfolio governance, cross‑solution coordination, and continuous improvement to align technology decisions with business goals.

Portfolio ManagementSAFeagile
0 likes · 9 min read
Enterprise Architect Role and Strategic Practices in SAFe
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Oct 26, 2016 · R&D Management

How JD Pay Reinvented Its Business Architecture to Scale with Rapid FinTech Growth

This article examines JD Pay's business architecture transformation, detailing the drivers behind the change, the challenges of large‑scale system migration, the new platform's architectural goals, implementation steps, and the measurable outcomes that improved stability, scalability, and data insight.

JD Payarchitecture governancebusiness architecture
0 likes · 10 min read
How JD Pay Reinvented Its Business Architecture to Scale with Rapid FinTech Growth