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UModel

Alibaba Cloud Launched a Global Intelligent O&M Platform from "Passive Fire Fighting" to "Active Autonomy"

This article introduces Alibaba Cloud's STAROps, an AI-native intelligent operations platform that leverages autonomous agents to transition IT manage...

The Constraint Infrastructure Growing on Alibaba Cloud Agent Infra

This article introduces the constraint infrastructure on Alibaba Cloud Agent Infra, which ensures AI agents' runtime behaviors are controllable, observable, and continuously evolving.

Enabling Boundless Intelligent Collaboration: UModel Now Open Source, Launching the Universal Semantics Standard Initiative

Let data speak the same language and enable boundless intelligent collaboration.

Tokenmaxxing Dilemma: Are There Immediate Solutions for Improvement?

This article introduces how ontology-based dependency modeling can reduce AI agent token consumption in enterprise scenarios.

Ontology Is Trending Again. Can It Improve My AI Agent's Performance?

This article introduces how ontology provides structured domain knowledge to enhance AI agent accuracy and explainability in enterprise O&M scenarios.

From Observable to Understandable: Building Agent-Native Code Knowledge Graphs with UModel

UModel builds agent-native code knowledge graphs using deterministic AST parsing and cross-domain associations for deeper AI code understanding.

Two Thousand Years of Ontology: From Metaphysics to the Engineering Practice of Alibaba Cloud UModel

This article introduces the evolution of ontology from philosophy to engineering practice, highlighting how Alibaba Cloud UModel utilizes it to unify observability data and empower AIOps.

UModel Explorer: Redefining Observability Data Modeling with a Graphical Approach

This article introduces UModel Explorer, a visual modeling interface that enables intuitive drag-and-drop construction of observability data models.

Breaking Through the Key Bottlenecks in Observability: Ultimate Integration of Entities and Relationships

This article introduces EntityStore's graph querying in UModel, shifting observability from isolated entities to relationship-aware topology analysis.

UModel Data Governance: Practice of Building an O&M World Model

This article introduces UModel, Alibaba Cloud's ontology that transforms observability into a unified model-driven digital twin of IT systems.

Intelligently Detect Exceptions with One Line of Code: UModel PaaS API Architecture Design and Best Practices

This article introduces a unified UModel PaaS API that abstracts complex observability data access into simple one-line queries for intelligent exception detection.

Building a Navigation Map for Data Assets: In-Depth Explanation of the Data Discovery and End-to-End Analysis Capabilities of UModel

This article introduces UModel’s data discovery and end-to-end analysis capabilities, enabling unified metadata exploration, relationship mapping, and...

Building a Unified Entity Search Engine by Using UModel for Observability Scenarios

This article introduces a unified entity search engine built on UModel and USearch, enabling efficient cross-domain querying, full-text search, and re.