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The article explains why most IT departments are seen as cost centers, identifies three fatal internal problems, and outlines concrete steps—binding to business metrics, joining design, and building a value‑measurement system—to transform IT into a true value‑creating function.
After spending 7.1 billion lei over two decades on digitising Romania’s land‑registry system, the government allocated only 160 k lei (0.2%) to security, allowing a lone hacker to steal backups, delete the database and halt all property transactions nationwide within 24 hours.
The article dissects why Java 8’s Optional, despite being a dedicated null‑pointer remedy, remains unpopular, examines common misconceptions, misuse pitfalls, unsuitable scenarios, and finally presents three concrete situations where Optional truly shines, backed by code examples and practical guidance.
The article recounts a speaker’s twelve‑year journey through DTCC conferences, linking database consistency to philosophical ideas, outlining the C² framework, and tracing China’s shift from Oracle‑centric DBA practices to open‑source and domestic databases while previewing his upcoming books.
The article outlines GoldenDB’s evolution from a secure, commercial‑grade core database to an AI‑enabled, multi‑modal data platform, detailing its architecture, dual "DB for AI" and "AI for DB" strategy, autonomous operation framework, and the broader shift toward databases as intelligent, self‑evolving infrastructure.
The article reviews a speaker’s ten‑year journey from building multi‑level consistency models and defining over twenty new data anomalies to exposing ANSI‑SQL’s isolation flaws, unveiling the “Eight Immortals” consistency diagram, proposing the CCDB architecture with zero‑time unlock, and finally codifying three concurrent‑system design principles.
The 17th China Database Technology Conference showcased DBA‑AI transformation strategies, highlighting five‑stage evolution paths, lightweight big‑data + AI architectures, and the emerging Agentic Data Stack, while warning of AI hallucination risks and emphasizing human‑AI collaboration for future data engineering.
The article chronicles the twelve‑year evolution of China’s Database Technology Conference (DTCC), showing how it transformed isolated DBA communities into a collaborative ecosystem, introduced new topics such as cloud and NoSQL, and enabled figures like 那海蓝蓝 to shape the nation’s database engineering landscape.
The 17th China Database Technology Conference (DTCC 2026) ran from August 20‑22 in Beijing, gathering top experts to discuss database kernel innovations, cloud‑native and distributed practices, AI‑driven data, vector databases, real‑time warehouses, and the emerging Agent era, while showcasing cutting‑edge solutions from Dameng, Tencent Cloud, Alibaba Cloud, OceanBase and GoldenDB.
This guide walks you through the concept of AI Agent Skills, from the fundamentals of progressive loading and YAML front‑matter to practical steps for creating, publishing, installing, and managing Skills across platforms, while highlighting best practices, versioning challenges, and emerging self‑improvement techniques.
