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This guide demonstrates using the Tongyi Lingma AI agent to automatically design an SQLite database schema, generate SQL, insert sample data, and conduct data analysis with visual charts, covering all required installations, configurations, prompts, and code snippets.
This article traces the evolution of browser automation from Selenium to Playwright, highlights emerging AI‑agent security risks such as prompt injection and credential theft, and provides a detailed cloud‑native sandbox architecture with deployment steps, usage examples for Playwright, Puppeteer, REST APIs, and code snippets for secure AI‑driven web interactions.
Ctrip’s R&D team built an AI gateway using Higress to unify access to diverse large‑model services, addressing authentication, traffic control, fault tolerance, monitoring, and integration with internal MCP platforms, while sharing practical lessons and future plans.
This tutorial walks through using the Lingma AI assistant to automatically create, configure, and run a full Java Maven e‑commerce order project—including environment setup, SQLite persistence, CRUD services, unit tests, and architecture visualization—showing each prompt, command, and generated code snippet.
As software complexity rises and release cycles shrink, this article explains how combining the Tongyi Lingma AI coding assistant with Alibaba Cloud's Cloud Native AI review can accelerate coding, improve code quality, reduce manual review effort, and integrate seamlessly into CI/CD pipelines.
This article demonstrates how to create diverse AI applications—such as a children’s picture‑book generator, a guessing‑game app, and an enterprise website with knowledge‑base Q&A—entirely through natural‑language prompts in VibeCoding, covering the setup, step‑by‑step construction, code‑free publishing, integration of various AI services, deployment configurations, and practical tips for reliable development.
This guide walks through using the Lingma VS Code plugin with the Qwen3‑Coder model to analyze a complex microservice project, generate PlantUML architecture diagrams, refine them, and produce detailed API documentation, illustrating each step with commands and prompts.
This guide walks through installing Tongyi Lingma, generating a Qwen3‑based conversational and poetry‑creation agent with Chainlit, integrating Alipay MCP for payment requests, troubleshooting common issues, and providing useful resource links for a complete AI‑agent development workflow.
The article explains the rapid evolution of the AI application ecosystem, outlines the challenges of end‑to‑end observability for large‑language‑model services, and details how the open‑source LoongSuite suite—through non‑intrusive instrumentation for Python and Go agents and tight integration with the Dify platform—provides comprehensive, cloud‑native monitoring, tracing, and metric collection across the entire AI stack.
This guide explains how to overcome Dify's built‑in RAG limitations by using Higress AI Gateway to connect external RAG services, detailing two integration patterns—RAG Retrieval Agent and Automatic Retrieval Injection—along with step‑by‑step configuration, validation, and the resulting benefits for enterprise AI applications.
