#AI编程
9509 related articles
Tech FrontiersCoze AI Agent in Practice: One-Sentence Building and Industry Cases
Based on Bilibili's "COZE Full Teaching Series," this article analyzes Coze 3.0 automatic building (one-sentence generation of agents, workflows, skills) versus manual building, reviews implementation cases in digital humans, e-commerce, education, and finance, and offers rational advice on zero-background learning paths.
Tech FrontiersBuilding a RAG Assistant with Dify: A Practical Guide to Knowledge Bases, Workflows, and Agent Nodes
Based on a Bilibili creator's sharing, this guide explains how to correctly connect knowledge bases, workflows, and Agent nodes in Dify when building a RAG assistant, avoiding casual drag-and-drop that prevents launch.
Tech FrontiersClaude Code New Permission Configuration: denyInsteadOfPrompting Explained
Claude Code 2.1.319 adds the permissions.denyInsteadOfPrompting configuration, letting permission prompts be directly denied instead of waiting—subagents included—improving automation continuity.
Tech FrontiersGLM-5.2 Tops Global Open-Weight Model Rankings: Leading the Industry in Frontend Coding
Zhipu AI's GLM-5.2 tops the Artificial Analysis Intelligence Index for open-weight models and is recognized as the world's top frontend coding model. A deep dive into its performance and the shifting open-source AI landscape.
TutorialsChatGPT Plus Subscription Guide: Are GPT-5.5, image-2, and Codex Worth the Upgrade?
A detailed look at ChatGPT Plus features — GPT-5.5, image-2, and Codex — with a Plus vs Pro comparison and a complete step-by-step subscription guide for users outside the US.
Expert OpinionsOutdoor Coding: You Can Touch Grass AND Build Things
When AI coding assistants free developers from their desks, outdoor coding becomes a real trend. Explore how cloud IDEs, voice coding, and AI tools enable creativity in nature.
TutorialsHarness AI Engineering in Practice: Using Claude Code to Master Enterprise-Level E-Commerce Development
Deep dive into Harness AI Engineering: master enterprise e-commerce development with Claude Code using the Rules, Skills, Wiki, and Changes framework.
Industry InsightsOpenAI's Internal Codex Usage Surges 56x — AI Coding Is Eating Everything
OpenAI reveals internal Codex usage data: Research up 56x, Customer Support 32x, Engineering 27x, Legal 13x since Nov 2025. AI coding tools are penetrating every department faster than expected.
Tech Frontiers3D Software Factory: Self-Evolving, a New Paradigm for Enterprise AI Development
An analysis of the Reddit-discussed 3D Software Factory concept: integrating build, deployment, and continuous improvement into a self-evolving enterprise AI development loop, and what its self-improvement mechanisms and enterprise-ready features mean for development teams.
Tech FrontiersBeyond Writing Code: A Practical Guide to Developer Agent Engineering
GitHub releases a developer agent engineering guide, breaking down Copilot's capabilities and limits across planning, coding, review, and troubleshooting—and why faster code generation hasn't sped up the engineering process, plus which key judgments still fall to developers.
Tech FrontiersAI SDK Ecosystem Update: @ai-sdk/zai 2.0.19 Patch Released
AI SDK ecosystem update: @ai-sdk/zai 2.0.19 patch released, syncing @ai-sdk/openai-compatible to 2.0.91. Learn how this dependency update affects developers and get upgrade advice.
Tech FrontiersWhy Sumitomo Mitsui Finance and Leasing Chose Replit: Security, Authentication, and Quality in Equal Measure
Sumitomo Mitsui Finance and Leasing (SMFL) chose Replit based on security, authentication, and quality—gaining efficiency without compromise. This analysis explores what that selection logic means for evaluating development platforms in regulated industries.
Tech FrontiersMicrosoft Developer Weekly: DirectX Crash Dumps, Azure Identity Updates, and Copilot Harness
Microsoft developer weekly: DirectX brings GPU crash dumps to retail games via Agility SDK 1.620 and PIX 2.610.28, Azure SDK updates .NET, Python, Java identity auth and ships stable Rust Cosmos DB client, Copilot Harness enters public preview in Foundry Agent Service.
Tech FrontiersHerdr: The Terminal Built for AI, Letting Agents Collaborate
Herdr is a terminal built for AI agents, featuring session persistence, state notifications, agents controlling the terminal in reverse, multi-agent collaboration, and remote sessions.
Tech FrontiersBrowser Extensions as AI Agent Backdoors: Claude Dispatch Abused for Arbitrary Code Execution
Security researchers show how a malicious browser extension can abuse Claude Dispatch's task relay to trigger arbitrary code execution locally. The article analyzes the expanding AI agent attack surface, the structural gap in instruction provenance verification, and layered defense approaches for constraining agent behavior at execution time in enterprise environments.
Tech FrontiersAI Is Dramatically Accelerating AI Research: Has the Self-Improvement Loop Begun?
Starting from a Hacker News discussion, this analysis examines the real boundaries of AI accelerating AI research: which stages are speeding up, whether the self-improvement loop holds, and the risks of evaluation bottlenecks and homogenization.
Tech FrontiersAI SDK TUI 1.0.165 Patch Released, Further Optimizing the Command-Line AI Experience
AI SDK TUI releases patch 1.0.165, syncing the ai package to 7.0.164 for dependency consistency. We explain what this update means, where TUI fits in AI development, and upgrade advice for developers.
Tech Frontiers@ai-sdk/workflow-harness 1.0.175 Patch Update Analysis
An analysis of the @ai-sdk/workflow-harness 1.0.175 patch update: this release only syncs dependencies to new versions, with the related package @ai-sdk/harness upgraded in tandem and no feature changes. The article examines its practical impact on AI SDK workflow developers and offers dependency governance advice.
Industry InsightsAI Product Development in Practice: Model Selection, Building Moats, and Paths to Commercialization
Practical strategies for AI product development: why not to train models from scratch, when to use APIs vs. fine-tuning, building product moats, and the full path from evaluation systems to commercialization.
TutorialsCursor + Codex Dual-IDE Collaboration: A Practical Methodology for Open-Source Project Customization
A complete methodology for open-source project customization based on real-world experience, detailing the Cursor+Codex dual-IDE workflow, seven-stage process, MVP validation, and AI source code reading techniques.