BestHub
Sign in
Tagged articles
8 articles
Page 1 of 1
vivo Internet Technology
vivo Internet Technology
Jan 28, 2026 · R&D Management

How to Build an Effective OSPO: Roles, Skills, and MVP Strategies

This article explains what an OSPO (Open Source Program Office) is, outlines the four essential capabilities—legal, engineering, community evangelism, and management—details the four key roles needed, shares Vivo's practical MVP experience, and provides useful references for establishing a cross‑functional open‑source governance team.

Cross‑Functional TeamsOSPOSoftware Compliance
0 likes · 6 min read
How to Build an Effective OSPO: Roles, Skills, and MVP Strategies
Zhongtong Tech
Zhongtong Tech
Jul 24, 2025 · Artificial Intelligence

How to Turn Generic AI into a Reliable Enterprise Code Assistant with Local Knowledge Bases

This article explains how the ZTO Tech team overcame the hallucination problem of generic AI code generators by integrating a local knowledge base, structured prompts, and an MCP service, enabling the model to understand and follow internal frameworks, component libraries, API standards, and security rules, dramatically improving code compliance and developer productivity.

AI code generationEnterprise DevelopmentSoftware Compliance
0 likes · 5 min read
How to Turn Generic AI into a Reliable Enterprise Code Assistant with Local Knowledge Bases
Tencent Technical Engineering
Tencent Technical Engineering
May 15, 2025 · R&D Management

Choosing Open‑Source Licenses: Balancing Technical Freedom and Commercial Safety – Engineers’ Insights

This article gathers engineers’ experiences and advice on selecting open‑source licenses, explaining GPL’s contagion risk, comparing permissive (MIT/Apache) and copyleft (GPL/LGPL) options, and offering practical guidelines for balancing technical freedom with commercial security across different project scenarios.

GPLMITR&D
0 likes · 10 min read
Choosing Open‑Source Licenses: Balancing Technical Freedom and Commercial Safety – Engineers’ Insights
21CTO
21CTO
Jun 22, 2024 · Operations

Why Oracle’s New Java Licensing Could Drain Millions from Your Budget

Oracle is aggressively pursuing organizations that use Java, even those not directly licensed, by tracking downloads and demanding retroactive fees or costly subscription plans, prompting many firms to uninstall Java and worry about the broader impact on the Java ecosystem.

Java licensingOracleSoftware Compliance
0 likes · 6 min read
Why Oracle’s New Java Licensing Could Drain Millions from Your Budget
21CTO
21CTO
Oct 19, 2022 · Artificial Intelligence

Is GitHub Copilot Copying Protected Code? Unpacking AI Licensing Risks

A Texas A&M professor alleges that GitHub Copilot frequently suggests copyrighted code without attribution, sparking debate over AI‑generated code licensing, open‑source license compliance, and the effectiveness of Copilot’s public code filter, while GitHub engineers defend the tool and call for scalable solutions.

AI code generationCopyrightGitHub Copilot
0 likes · 5 min read
Is GitHub Copilot Copying Protected Code? Unpacking AI Licensing Risks
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jan 7, 2021 · Big Data

When Web Crawlers Cross the Legal Line: Data‑Driven Case Analysis

This article examines the rise of web crawler technology in big‑data contexts, clarifies the distinction between legitimate data collection and illegal intrusion, presents statistical analysis of recent court cases involving crawlers, and offers practical legal guidelines for developers and data professionals to avoid criminal liability.

Legal AnalysisSoftware ComplianceWeb Crawling
0 likes · 8 min read
When Web Crawlers Cross the Legal Line: Data‑Driven Case Analysis