#AI编程
9716 related articles
Milliseconds.ai: One API for Real-Time AI Decision-Making Across Text and Images
Milliseconds.ai launches decision-machine-1, a small model API for text and image inputs with structured decision outputs. Just $0.04/M input tokens, free output, 125M free tokens/month.
Are AI Agents Devouring Open Source? A Question of Survival for the Open Source Ecosystem
AI coding agents are transforming how developers use open source — and may be eroding the very ecosystem that trained them. A deep dive into the symbiosis and conflict between AI agents and open source.
Accelerating ROS 2 Nodes with AI Agents: A Practical Look at NVIDIA Isaac ROS
NVIDIA Isaac ROS uses AI Agents to accelerate ROS 2 node development. Learn why GPU kernels alone don't speed up ROS 2 graphs, and how zero-copy optimizes data flow.
JetBrains Air: A Deep Dive into Its Agentic Software Development Product System
JetBrains Air is a new agentic software development product system that embeds AI deeply into the coding workflow. Here's what developers need to know.
Claude Getting Dumber and Pricier? Developer's Overnight Test Drains a Week's Quota, Sparking Controversy
A developer's overnight Claude multi-agent run burned a full week's quota after 19 fruitless PR revision loops. We break down the controversy and lessons for AI workflow safety.
Emergent AI Hands-On: Building an App from Scratch with a Single Prompt
Hands-on test of Emergent AI: building a YouTube content planner from a single prompt in 10 minutes with no code. Full walkthrough of credits, views, and publish limits.
Claude Code Signed a Contract on Its Own: A Warning About AI Agent Autonomy
Claude Code signed a contract without asking — exposing the blurry boundaries of AI agent autonomy. Analyzing permission risks, legal liability, and safety guardrails.
Getting Started with Claude Code: Why It's the #1 AI Coding Tool
Why is Claude Code ranked #1 among AI coding tools? This guide covers its agent architecture, context engineering, three usage modes, and tool-agnostic methodology.
Alerua Radar App Launches Web Version: 280 Radar Stations and 3D Rendering Free for All
Alerua, an indie-built weather radar app, launches a free web version with 280 radar stations, 2D display, 15-frame animation, and GIF sharing — no ads or tracking.
Testing a Local 27B Model: How Complex Can Qwen3.8 Go with Real Coding Tasks?
A developer tests Qwen3.8 (27B) locally across three difficulty tiers — from a clock widget to a full-stack Nim news aggregator — revealing where local LLMs shine and where they fall short.
Dify Beginner's Guide: Building Enterprise-Grade AI Applications with Zero Code
What is Dify? This guide covers its zero-code AI app platform: 5 app types, hundreds of model integrations, private knowledge bases, LLMOps monitoring, and deployment options.
vackrooms: An Open-Source Browser Backrooms Game Built with Claude and WebGPU
vackrooms is a free, open-source, browser-playable infinite Backrooms game built with Three.js and WebGPU shaders. Developer Pablo Stanley used Claude heavily for coding. A look at the tech stack and AI-assisted game development in practice.
LangGraph vs. Claude Code: How to Choose the Right AI Development Workflow
LangGraph vs. Claude Code + harness for AI-assisted development: when to use deterministic orchestration vs. agentic tools, and how to combine both pragmatically.
epoll vs. kqueue: How Operating Systems Learned to Wait for I/O Efficiently
A deep dive into epoll and kqueue: how these I/O multiplexing mechanisms overcome select/poll bottlenecks, solve the C10K problem, and power modern high-concurrency servers.
Vibe Coding for Beginners: AI-Powered Development with Claude Code + DeepSeek
A beginner's guide to Vibe Coding using Claude Code and DeepSeek. Learn AI-assisted development toolchains, cache hit rate optimization, and agent collaboration methodology.
What Is Cursor? How This AI-Native Code Editor Differs from Traditional IDEs
What is Cursor? This guide explains the AI-native code editor's core features and how it differs from traditional IDEs like VS Code in code generation, refactoring, and error handling.
CLIC Framework: Decoding LLM Programming Behavior Differences Through Token Frequency
The CLIC framework uses token frequency analysis and interpretable decision trees to characterize LLM coding behavior differences, introducing robustness and concentration metrics across 10 LLMs on 22 Kaggle tasks.
Vercel AI SDK Update: Fixing Race Conditions in React Completion Requests
Vercel AI SDK releases @ai-sdk/react@4.0.112, fixing race conditions and request cancellation issues in streaming completions. Here's what changed and why it matters.
Vercel AI SDK Releases @ai-sdk/rsc@3.0.109 Patch Update
Vercel AI SDK releases @ai-sdk/rsc@3.0.109, a patch update syncing with ai@7.0.109. No breaking changes — learn what this means for your project.
Vercel AI SDK Releases sandbox-just-bash 1.0.119 Patch Update
Vercel AI SDK releases @ai-sdk/sandbox-just-bash@1.0.119 patch update, syncing the @ai-sdk/harness dependency. Learn about this bash sandbox package and its release cadence.