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vivo Internet Technology
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vivo Internet Technology

Sharing practical vivo Internet technology insights and salon events, plus the latest industry news and hot conferences.

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Recent Articles

Latest from vivo Internet Technology

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vivo Internet Technology
vivo Internet Technology
Apr 8, 2026 · Artificial Intelligence

Efficient AI Agent Design: Context, Tool Loading & Loop Strategies

This article analyses the architectural choices behind modern AI agents such as OpenClaw and Claude Code, covering context management (append‑only, compression, task isolation), tool loading (tools field vs. prompt embedding, console vs. remote MCP), tool discovery methods (full injection, incremental loading, sub‑agents, vector search, Skill layer), and the trade‑offs between dialogue‑driven and task‑driven main loops, concluding with practical recommendations for building cost‑effective agents.

AI AgentsTool discoverytask isolation
0 likes · 20 min read
Efficient AI Agent Design: Context, Tool Loading & Loop Strategies
vivo Internet Technology
vivo Internet Technology
Apr 1, 2026 · Artificial Intelligence

Why Fixed CFG Fails and How Time‑Adaptive C²FG Boosts Diffusion Image Generation

This article introduces C²FG, a training‑free, plug‑and‑play time‑adaptive exponential control function that replaces the fixed classifier‑free guidance scale, theoretically justifies its superiority with score discrepancy bounds, and demonstrates significant FID and IS improvements across multiple diffusion architectures on ImageNet.

CVPR 2026Plug-and-Playclassifier-free guidance
0 likes · 7 min read
Why Fixed CFG Fails and How Time‑Adaptive C²FG Boosts Diffusion Image Generation
vivo Internet Technology
vivo Internet Technology
Mar 25, 2026 · Industry Insights

How Vivo Scaled Marketing Automation with Presto, Bitmap, and StarRocks

This case study details how Vivo’s marketing automation platform evolved its data‑driven architecture—from a Presto‑based wide‑table design, through a Bitmap optimization, to a StarRocks migration—addressing performance bottlenecks, reducing resource costs, and enhancing data security.

Big DataBitMapData Architecture
0 likes · 11 min read
How Vivo Scaled Marketing Automation with Presto, Bitmap, and StarRocks
vivo Internet Technology
vivo Internet Technology
Mar 18, 2026 · Artificial Intelligence

How Ada-RefSR Eliminates Hallucinations in Single‑Step Diffusion Super‑Resolution

This article presents Ada-RefSR, a novel single‑step diffusion‑based reference super‑resolution framework that introduces a "Trust but Verify" paradigm, adaptive implicit correlation gating, and lightweight architecture to robustly suppress hallucinations and achieve state‑of‑the‑art performance on multiple benchmarks, while being suitable for mobile deployment.

Ada-RefSRICLR2026Mobile AI
0 likes · 10 min read
How Ada-RefSR Eliminates Hallucinations in Single‑Step Diffusion Super‑Resolution
vivo Internet Technology
vivo Internet Technology
Mar 4, 2026 · Artificial Intelligence

How I Built a 5‑Minute Full‑Stack Feature with AI: Lessons Toward a Real‑World Jarvis

The author shares practical experiences of collaborating with AI coding assistants, outlines the current gaps between today’s tools and an ideal Jarvis‑like system, and demonstrates a template‑driven Next.js workflow that lets AI generate a complete feature in five minutes while offering concrete decision‑making rules and task classifications.

AI AgentsAI collaborationFull-Stack Development
0 likes · 14 min read
How I Built a 5‑Minute Full‑Stack Feature with AI: Lessons Toward a Real‑World Jarvis
vivo Internet Technology
vivo Internet Technology
Feb 25, 2026 · Frontend Development

How We Built a Multi‑Region H5 Platform with One Codebase and 90% Cost Savings

This article details the design and implementation of a multi‑region H5 platform that uses a single codebase and unified architecture, covering platform UI internationalisation, unified login, three‑layer region storage, environment‑aware configuration, ZooKeeper service discovery, region‑specific DLL builds, and npm private‑registry strategies to achieve seamless deployment across multiple data centres while cutting development effort by up to ninety percent.

Vuedeploymentfrontend
0 likes · 21 min read
How We Built a Multi‑Region H5 Platform with One Codebase and 90% Cost Savings
vivo Internet Technology
vivo Internet Technology
Feb 11, 2026 · Mobile Development

How Vivo Game Center Boosted Weak‑Network Performance with QUIC and Cronet

This article details how the Vivo Game Center team tackled slow page loads and resource failures in weak‑network environments by integrating the QUIC‑enabled Cronet library into OkHttp, defining precise network states, using custom interceptors, and conducting A/B tests that reduced failure rates by 40% and cut request latency by 7%.

AndroidCronetQUIC
0 likes · 16 min read
How Vivo Game Center Boosted Weak‑Network Performance with QUIC and Cronet
vivo Internet Technology
vivo Internet Technology
Feb 4, 2026 · Artificial Intelligence

Why Chat Mode Feels So Natural: The Secret of Intent‑Density Matching

The article explores how chat‑style AI interactions create a comfortable experience by aligning user intent density with AI understanding, introduces the concept of intent‑information density matching, compares chat with one‑click generation, examines successful patterns like cursor tab completion and Granola notes, and offers design guidelines for appropriate interaction densities.

AI interactionChat modeIntent density
0 likes · 10 min read
Why Chat Mode Feels So Natural: The Secret of Intent‑Density Matching
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