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Tencent Cloud Developer
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Tencent Cloud Developer

Official Tencent Cloud community account that brings together developers, shares practical tech insights, and fosters an influential tech exchange community.

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Latest from Tencent Cloud Developer

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Tencent Cloud Developer
Tencent Cloud Developer
Aug 21, 2026 · Artificial Intelligence

12 Unfiltered Observations on Working with AI

The author, an experienced backend developer, shares twelve hard‑earned observations about integrating AI into daily coding, debugging, and review workflows, highlighting the importance of an AI‑first mindset, the shift from ability to willingness, prompt engineering, human judgment, and the broader impact on teams and knowledge management.

AIKnowledge ManagementLLMOps
0 likes · 11 min read
12 Unfiltered Observations on Working with AI
Tencent Cloud Developer
Tencent Cloud Developer
Aug 20, 2026 · Artificial Intelligence

Stability Engineering for Large-Scale Distributed Training: Spike Theory in Autonomous Driving

The article analyzes why performance degrades when scaling single‑machine training to thousands of GPUs, attributing it to the straggler effect, exponential spike probability, and system reliability limits, and presents a three‑layer theoretical framework and concrete engineering practices—including HyperAcc, GPU tracing, NUMA binding, and async DataLoader redesign—to keep per‑node spike rates below 0.5 % and achieve stable, 50 % higher throughput in autonomous‑driving model training.

Autonomous DrivingDistributed TrainingGPU scaling
0 likes · 31 min read
Stability Engineering for Large-Scale Distributed Training: Spike Theory in Autonomous Driving
Tencent Cloud Developer
Tencent Cloud Developer
Aug 19, 2026 · R&D Management

Exploring a New AI‑Coding‑Driven Paradigm for R&D Project Management

The article analyzes how AI‑assisted coding dramatically improves individual developer productivity yet leaves end‑to‑end delivery speed unchanged, breaks delivery time into value‑creation and organizational‑friction components, proposes a four‑step efficiency‑governance framework, defines new PM skills, and reports concrete results from the Tencent Health project where median cycle time fell from 19 to 9 days and long‑tail demands dropped from 35% to 7%.

AI codingData‑Driven PMEfficiency Governance
0 likes · 14 min read
Exploring a New AI‑Coding‑Driven Paradigm for R&D Project Management
Tencent Cloud Developer
Tencent Cloud Developer
Aug 14, 2026 · Artificial Intelligence

Deploying Enterprise Agents with a Unified Harness, Skills, and Virtual Filesystem

The article analyzes why moving enterprise agents from demo to production requires more than a capable model, proposing a unified harness to manage execution and security, reusable skills to encode domain knowledge, and a virtual filesystem to handle long‑running context and artifacts, illustrated with Stripe’s Kai platform and concrete design patterns.

AI AgentsEnterprise AILLM orchestration
0 likes · 26 min read
Deploying Enterprise Agents with a Unified Harness, Skills, and Virtual Filesystem
Tencent Cloud Developer
Tencent Cloud Developer
Aug 13, 2026 · Artificial Intelligence

Mastering FDE: The 12 Essential Capabilities for AI Deployment in China

This article analyzes the booming Chinese B2B AI market, outlines the four‑stage lifecycle of Frontline Deployment Engineers (FDE), and presents a detailed 12‑item capability framework—including demand archaeology, POC discipline, compliance safeguards, and asset‑level replication—backed by market data, salary benchmarks, and practical training guidelines.

AI deploymentAI engineeringChina AI market
0 likes · 25 min read
Mastering FDE: The 12 Essential Capabilities for AI Deployment in China
Tencent Cloud Developer
Tencent Cloud Developer
Aug 12, 2026 · Artificial Intelligence

How WorkBuddy Built a HarmonyOS Desktop App in Just 4 Weeks with AI

The WorkBuddy team launched the first third‑party AI agent app for HarmonyOS PC in just four weeks by using their own AI‑powered platform for research, code generation, testing and deployment, demonstrating how AI can act as a full‑cycle development collaborator and lower the entry barrier for new developers.

AI developmentDesktop applicationHarmonyOS
0 likes · 8 min read
How WorkBuddy Built a HarmonyOS Desktop App in Just 4 Weeks with AI
Tencent Cloud Developer
Tencent Cloud Developer
Aug 7, 2026 · Artificial Intelligence

How a 10‑Year Backend Engineer Burned AI Credits and Turned WorkBuddy into a Project Owner

After a decade of backend work, the author burned through all WorkBuddy token credits, distilled three strict rules for AI‑agent management, compared WorkBuddy with Copilot, Cursor and Claude, and showed how disciplined use of AI agents can automate end‑to‑end development tasks while reshaping daily workflow.

AI AgentsAutomationClaude
0 likes · 10 min read
How a 10‑Year Backend Engineer Burned AI Credits and Turned WorkBuddy into a Project Owner
Tencent Cloud Developer
Tencent Cloud Developer
Jul 3, 2026 · Artificial Intelligence

Deep Architectural Review of WorkBuddy: The New Paradigm for AI Office Agents

WorkBuddy, launched by Tencent Cloud in March 2026, is a zero‑setup AI agent that turns chat into execution by offering three operation modes, a three‑layer memory system, multi‑model switching, a skill marketplace, multi‑agent collaboration, automated scheduling and a secure sandbox, and its performance is evaluated across code development, stock analysis and content creation scenarios, highlighting both strengths and current limitations.

AI agentAutomationSecurity
0 likes · 13 min read
Deep Architectural Review of WorkBuddy: The New Paradigm for AI Office Agents