#AI编程
9636 related articles
TypeSafe Launches Jev: A Millisecond-Level AI Model Built for Code Decisions
TypeSafe's Jev model produces structured decisions in milliseconds at 20–200x lower cost than comparable LLMs. Built for code, not conversation — ideal for classification, routing, and agent guardrails.
From Function Calling to MCP: Understanding the Core Mechanics of LLM Tool Invocation
Start with the 5-step Function Calling workflow, use a weather query demo to unpack how LLM tool invocation works, and understand its role as the foundation for MCP and A2A.
Claude Code v2.1.275 Update Breakdown: Stability Overhaul and Account Sync Upgrades
Claude Code v2.1.275 brings account skill sync, Send Immediately shortcut, npm plugin security hardening, mass session recovery crash fixes, and VS Code integration polish.
Bend Programming Language: Using Forma…
Bend Programming Language: Using Formal Proofs to Catch AI Bugs and Running Natively on GPUs
Bend is a programming language generating buzz on Hacker News. It uses formal proofs to catch AI-generated code errors and runs natively on GPUs for automatic parallelism.
Dify Local Deployment in Practice: A Complete Guide to Docker + Ollama + RAG Setup
A complete hands-on guide to deploying Dify locally with Docker and Ollama — covering workflows, variable management, and RAG knowledge base setup for private AI apps.
Who Should You Learn AI From? A Four-Stage Learning Path from Andrew Ng to Karpathy
A clear AI learning roadmap featuring four top instructors: Andrew Ng for concepts, Hung-yi Lee for principles, Mu Li for practice, and Karpathy for deep LLM insight.
AI Coding Tools Compared: Cursor, Claude Code, or Trae — Which One Should You Pick?
Compare top AI coding tools: GitHub Copilot, Cursor, Windsurf, Trae, Qwen Coder, and Claude Code — with pros, cons, and selection advice to get started fast.
Spotify's AI Coding Tool, Tested: Is This Agent Development Environment Worth Using?
Spotify quietly launched an AI Agent Development Environment used by 1,300 engineers. We test session forking, mid-session agent switching, and grid view to see if it's worth signing up for.
A Homemade System Monitor Goes Viral: Why the Open-Source Community Loves Reinventing the Wheel
A developer shared a homemade terminal monitor on Reddit, sparking debate on reinventing the wheel and AI-assisted programming transparency in open source.
Why the Web Search AI Agents Inherit Isn't Good Enough
Most AI Agents inherit default web search tools that weren't built for agent use cases. Learn why retrieval quality is the upstream bottleneck and how to fix it.
Self-Driving Codebases: The Next Frontier of AI Programming?
"Self-Driving Codebases" applies autonomous vehicle levels to AI programming, charting a path from assisted code completion to autonomous self-maintenance and repair.
Using Claude Code for Free in China: A Complete Guide to Connecting Free Domestic Models
A step-by-step guide for China-based users to run Claude Code for free by connecting Meituan's open-source LongCat model API — no paid subscription needed.
Getting Started with Claude Code: A Beginner's Guide to AI-Powered Coding
Claude Code is a locally-run AI coding agent that reads your entire project and auto-debugs code. Compare it with Copilot, Cursor, TRAE, and Codex to see why it leads the pack.
14K Stars Open-Source Desktop App cc-haha: 5 AI Agents That Divide and Conquer on Their Own
cc-haha, the open-source Claude Code desktop app with 14K Stars, adds Agent Teams: 5 AI agents autonomously divide tasks, with a 99% cache hit rate on 40M tokens.
A Nostalgic Twist on Rate Limits: Turning Claude and Codex Throttling Into AIM Away Messages
The "Die With Me" project on Hacker News wraps Claude and Codex AI rate limits as classic AIM away messages, turning developer frustration into nostalgic humor.
Cursor Cloud Agent: AI Writes the Code, Then Records a Video to Prove It Works
Cursor Cloud Agent lets AI write code and attach a screen recording as proof — no manual testing needed. Learn how Walkthrough Artifacts and parallel VM isolation work.
He Built a Job-Hunting Engine with Claude Code: Read 10,000 Listings, Landed 2 Offers
A developer built open-source job-hunting engine Pinloop with Claude Code. It reads 10,000 job descriptions nightly, shortlisted 190 from 10K listings, leading to 2 offers.
Bitrise RDE: A Cloud Mac That Spins Up in Seconds for Your AI Coding Agents
Bitrise RDE offers cloud Mac and Linux machines that spin up in seconds, purpose-built for AI coding agents. Supports parallel agents via MCP, VS Code, Cursor, Claude Code, and shared CI cache.
Modaal for Android: One Project, AI-Generated Native Swift & Kotlin Apps
Modaal for Android shares logic, not UI — using an AI agent to generate native Swift/SwiftUI and Kotlin/Jetpack Compose code from one project, with no credit meters and no rebuild.
MCPJam: The Testing & Evaluation Platform for MCP Servers
MCPJam is an open-source testing and evaluation platform for MCP servers, supporting User Testing, Swarms, Evals, and CI/CD gates to verify real-world tool usage in ChatGPT, Claude, and Copilot.