#AI编程
9640 related articles
OpenAI Agents API Public Beta Hands-On: Managed Sandbox, Artifacts, and Skills in Action
OpenAI's public beta Agents API opens the Codex Agent Harness to developers. This hands-on walkthrough covers managed sandboxes, Artifacts, Skills, and two real request workflows.
Complete Guide to OpenAI API Billing Setup: How to Add a Payment Method and Purchase Credits
A complete guide to setting up OpenAI API billing: add a payment method, purchase credits, configure auto-recharge, and avoid unexpected charges with usage limits.
AI Agent Practical Guide: Three Levels of Use to Double Your Productivity
A practical guide to AI Agent usage across three levels: delegating routine tasks, stacking capabilities via CLI/Skills/plugins, and achieving complex goals autonomously.
Building Enterprise-Grade AI Agents from Scratch: A Complete Three-Phase Learning Path
A 748-episode AI Agent tutorial covering ReAct, LangChain, AutoGen, RAG hybrid architecture, and three enterprise projects: customer service, data analysis, and multi-Agent collaboration.
Claude Code v2.1.278 Update: Auto Mode Switches to Server-Side Classifier at No Extra Charge
Claude Code v2.1.278 switches Auto mode to a server-side classifier at no charge, adds a billing fallback warning, and shows Auto mode status in /status.
Tech FrontiersCodex Programming in Practice: Sandbox Isolation and Page Annotation Explained
Based on a Bilibili hands-on course, this article explains Codex as an AI agent tool: how sandbox isolation ensures safe execution, how page annotation improves communication precision, and how Skills and the MCP ecosystem extend capabilities — plus a comparison with Claude Code and a zero-to-one path to get started.
Six Hard Standards for High-Quality AI Agent Projects
Six hard standards for AI Agent projects from demo to production: quantifiable business value, tiered model scheduling, context engineering, skill engineering, RAG tool integration, and evaluation guardrails.
Claude Code Memory Feature Tested: 26 of 45 Entries Were Never Read — Should You Turn It Off?
Theo tested Claude Code memory: 26 of 45 entries never read, write-to-read ratio 3:1. Why codebases don't need memory systems, and how to use architecture, CI, and AGENTS.md instead.
Building a RAG Knowledge Base Q&A System from Scratch: A Full Walkthrough with DeepSeek Integration
Build a RAG private knowledge base Q&A system from scratch with Python and DeepSeek. Learn document upload, vector indexing, and retrieval-augmented generation.
Claude Code Refuses Native AGENTS.md Support: A Year-Long Developer Controversy
Claude Code refuses native AGENTS.md support, a 6,644-upvote GitHub request was accidentally auto-closed, and Shopify's CEO threatened to ban the tool internally. Here's the full story.
Should Claude Code Read AGENTS.md by Default? A Debate Over Who Owns the Complexity
Shopify mulls banning Claude Code over AGENTS.md default-read behavior. This article unpacks the debate on rule conflicts, reliability promises, and who owns complexity in AI coding tools.
Zhipu ZCode Accused of Uploading Workspace Files — Official Apology Issued, Open-Source Plans Announced
Zhipu ZCode accused of uploading workspace files under OAuth login. Official apology issued, open-source plans announced. Claude Code adds AGENTS.md support, MiniMax open-sources terminal coding Agent.
Claude Code Now Supports AGENTS.md Universal Config, Plus New AI Open-Source Tool Releases
Claude Code 2.1.277 adds AGENTS.md support for cross-tool agent rule standardization. Plus: AgentKit production framework, RSI debate, EU-US AI regulation divide, and new open-source tools.
Python + AI Learning Roadmap for Beginners: A Three-Stage Plan from Zero to Employable
A practical Python + AI learning roadmap for beginners, covering three stages: syntax basics, OOP and functions, and real-world projects like web scraping and data analysis.
DeepSeek V4.1 Flash: A Hands-On Guide to Three Integration Methods
A hands-on guide to calling DeepSeek V4.1 Flash using three methods: DeepSeek Harness, Claude Code, and Codex — including VS Code integration and API Key setup tips.
Effect V4 in Practice: How to Actually Learn a TypeScript Library in the Age of AI
ThePrimeagen live-learns Effect V4, testing typed errors, structured concurrency, and dependency injection — and debates with TJ how to truly learn a library in the AI era.
Can AI Rewrite Bun? The Truth About This Programming Revolution Is More Complicated
From Bun's Zig-to-Rust AI rewrite to Anthropic's C compiler and Linus's debugging hell — the real limits of AI coding in the Agent era, and why expertise matters more than ever.
Gemini Burned Through My Money: The Hidden Cost Risk of Autonomous AI Coding Agents
A developer let Gemini run autonomously for 40 minutes and racked up a $118 bill from endless file exploration. A wake-up call on AI agent cost control and guardrails.
Building a GUI Inside the Terminal: Experimenting with a Graphical Interface for Neovim
ThePrimeagen's TJ demos adding a real GUI to Neovim using GPUI, Rust, and Bun — featuring arrow-based reference visualization, editable Markdown preview, and Cursor/Linear integration.
TUI or GUI? TJ's Native Graphical Interface Experiment for Neovim
Neovim contributor TJ DeVries builds a native GPU-rendered GUI using GPUI and Rust, demonstrating reference arrows, live Markdown preview, and a colorscheme editor — all impossible in a TUI. We break down the C+Rust+TypeScript+Lua hybrid architecture.