#AI编程
7531 related articles
Free Unlimited Claude Code Solution: Agnes AI + CC Switch Setup Guide
No paid subscription needed — pair the free AI platform Agnes AI with the open-source tool CC Switch to provide a backend for Claude Code, enabling unlimited free calls to text, image, and video models. This guide covers the full setup, test results, and usage boundaries.
A Complete Zero-Cost Guide to Getting Started with Claude Code for Beginners in China
A beginner's guide to Claude Code for users in China: two installation methods (command line and IDE plugin), full configuration steps for replacing the official API with the free domestic LongCat model, and a hands-on demo of building a small tool with natural language, plus tips.
Agent Skills Standard Handover: What Developers Need to Know
Anthropic donates the Agent Skills standard to the Agentic AI Foundation. This article explains what stays the same, what developers should check in SKILL.md, and the potential impact on the AI Agent ecosystem.
Node and PHP Hit by Remote Code Execution Vulnerabilities, Open-Source Plugin Enables Automatic Fixing
PHP and Node.js released same-day security updates for remote code execution flaws. Open-source plugin Vulnerability Fixes supports Devin and other coding agents to auto-identify affected repos, request confirmation, patch to verified versions, run before-and-after tests, and create focused PRs for each repo—helping teams respond quickly to high-severity vulnerabilities.
OpenAI SDK v3.37.0 Released: Breaking Changes to Decisions Types
OpenAI SDK v3.37.0 released with a breaking change to Live API Decisions types: question.instructions now supports strings or structured lists, and input types add message roles and tool-history items. Check type-checking logic before upgrading.
OpenAI Codex Skill Release: One-Click Self-Check for Website Impact
OpenAI Codex launches a website security self-check skill—point it to the specified repository to get guided through the inspection process. This article analyzes its usage, target audience, and the trend of skillifying security self-checks, with practical advice.
DeepSeek V4.1 Pro Enters Testing, Gemini 4 Pro Benchmark Leaked
DeepSeek V4.1 Pro enters early per-account testing and is hidden from the public selector; MiniMax M3.1 Flash preview hits TokenPlan; Gemini 4 Pro benchmarks leak with 2M token context and pricing.
DeepSeek V4.1 Flash Gray Test Comparison: Godot + Rust Box Selection Feature Hands-On
A Bilibili creator compares the suspected DeepSeek V4.1 Flash gray-test version using a real Godot + Rust project: same prompt for Blender-style box selection, old version mis-selects on click and rolls back, new version gets it right in one pass.
DeepSeek 1017 Hands-On: All 11 Benchmarks Up, Costs Down 91%, Ready to Ship Projects
DeepSeek 1017 hands-on: all 11 official benchmarks up, averaging 5.2 points; terminal +11.1, coding +8.8, four leads over Opus 5; costs down 76-91%, 460M tokens ≈ 24 yuan; builds full projects like a web racing game from few prompts; retains 552B params, 1M context, MIT open source.
@ai-sdk/valibot 3.0.66 Patch Release: A Maintenance Signal for the AI SDK Ecosystem
@ai-sdk/valibot 3.0.66 patch released, linked to @ai-sdk/provider-utils 5.0.66. This article explains the AI SDK adapter package's role in data validation and what the patch update means for developers and ecosystem maintenance.
Discord Updates Markdown Preview: A Small Improvement, Big Convenience in the AI Era
Discord's latest update fixes Markdown file preview rendering, no longer showing garbled symbols. For technical users who frequently share AI project docs, prompt templates, and LLM instruction files, this improvement significantly boosts collaboration efficiency within Discord.
AI SDK Voyage 2.0.66 Update Analysis: The Ecosystem Signals Behind a Dependency Upgrade
AI SDK Voyage 2.0.66 patch released, updating @ai-sdk/provider to 4.0.32 and provider-utils to 5.0.66. This analysis covers the real impact of dependency sync on Voyage embedding model developers and upgrade recommendations.
AI SDK typesafe-ai 3.0.25 Update: Dependency Upgrades and Ecosystem Impact
AI SDK typesafe-ai 3.0.25 patch released, upgrading @ai-sdk/provider to 4.0.32 and @ai-sdk/provider-utils to 5.0.66. Learn what changed, why the dependency upgrade matters, and how it affects developers.
@ai-sdk/vue 3.0.313 Patch Release: Ecosystem Signals Behind a Dependency Update
@ai-sdk/vue 3.0.313 patch updates three dependencies and aligns with ai@6.0.313. We explain what this dependency update means, the Vue adapter's role in AI SDK, and practical upgrade advice.
AI SDK Vue 2.0.280 Released: Dependency Update and Ecosystem Impact
AI SDK Vue 2.0.280 is released. This patch update syncs the dependency ai@5.0.280. Learn what changed, how it affects Vue developers, and upgrade advice.
AI SDK 2.0.81 Released: Fixes toolChoice and Adds Interrupted Finish Reason
AI SDK workflow package releases patch 2.0.81, fixing toolChoice: 'none' handling in the Hugging Face Responses API and local execution, adding an interrupted finish reason, preserving custom content parts, and warning that upgrades may cause type-checking issues.
AI SDK Adds 'Interrupted' Finish State: Upgraded Streaming Output Handling
AI SDK's @ai-sdk/xai releases patch 5.0.28, adding an interrupted completion state across OpenAI, Anthropic, Google and 10+ providers to identify silently truncated streaming output, with compatibility changes for finish reason handling.
@ai-sdk/workflow-harness 1.0.160 Patch Release: Dependency Update Analysis
@ai-sdk/workflow-harness releases patch 1.0.160, synchronously updating the @ai-sdk/harness dependency. This article explains the implications of this dependency update, its impact on AI workflow developers, and upgrade recommendations.
@ai-sdk/zai 3.0.38 Patch Release: Dependency Chain Upgraded in Sync
@ai-sdk/zai 3.0.38 patch released, synchronously upgrading three underlying dependencies including @ai-sdk/provider 4.0.32 and openai-compatible 3.0.76. This article covers the changes, upgrade impact, and version strategy.
High School Student Builds 3D Open-World Game Hedra from Scratch
High school student builds 3D open-world game Hedra from scratch, drawing attention on Hacker News. This article analyzes its technical challenges, indie dev insights, and lessons for the AI coding era.