AI, Cloud & Code

Deep technical articles on AI agents, cloud architecture, and developer tools. Written by zhuermu.

Categories

Latest Posts

View all →
AI & Agent

Claude Code on AWS — 企业 AI 编码完全指南

2026 年,AI 编码已经从"锦上添花"变成了"基础设施"。Anthropic 的 Claude Code 正在以惊人速度席卷企业开发者市场——年化收入 $25 亿+,企业客户数已超 OpenAI。这篇文章从市场格局、产品能力、企业架构、成本分析到竞品对比,帮你一文搞懂 Claude Code on AWS 的全貌。

15 min
AI & Agent

Claude Code on AWS — 企业培训内容

Claude Code 企业培训完整内容:为何选择 Claude、功能特性与用法、AWS Bedrock 企业价值、单人月成本估算、AI 编码工具对比。涵盖市场地位、技术领先、商业验证、Agentic 工作循环、Token 消耗原理、Prompt Caching 机制、权限模型、SDLC 全覆盖等关键内容。

20 min
Tech Deep Dive

VOD Deep Dive Part 1: Video Fundamentals — What Is a Video, Really?

The first installment of our 12-part VOD streaming series. Learn what video actually is at the byte level — pixels, resolution, frame rates, bitrate, I/P/B frames, GOP, color spaces, and HDR.

20 min
Tech Deep Dive

VOD Deep Dive Part 10: QoE Metrics — How to Measure What Users Actually Feel

QoE vs QoS, six core metrics (VST, RBR, VSF, EBVS, VPF, Avg Bitrate), data pipelines, multi-dimensional drill-down, troubleshooting cases, and when to buy vs build.

20 min
Tech Deep Dive

VOD Deep Dive Part 11: End-to-End Workflow — From Upload to Playback

The complete 10-step VOD production pipeline: upload, content moderation, probe, transcode, package, publish, CDN pre-warm, orchestration with Step Functions and Temporal, disaster recovery.

20 min
Tech Deep Dive

VOD Deep Dive Part 12: Building VOD on AWS — Services, Architecture, and Costs

Complete AWS VOD reference: MediaConvert, MediaPackage, CloudFront, S3, Step Functions, SPEKE DRM integration, Terraform IaC, real cost breakdowns, common pitfalls, and a production roadmap.

22 min