#AI编程
9352 related articles
34 AI Coding Assistants Battle It Out in the Terminal — How to Avoid Picking Wrong
34 AI coding assistants are flooding the terminal, and Orca supports multi-agent parallelism. This article analyzes the consolidation trend behind the gold rush, the cost traps of multi-agent parallelism, and how to maintain an agent-neutral workflow to avoid picking the wrong tool.
Gemini CLI in Practice: An AI Coding Agent in Your Terminal
A deep dive into Gemini CLI: from installation and authentication to building a task management app hands-on, covering plan mode, auto-debugging, GEMINI.md context persistence, and token cost tracking.
beacon.sh: Giving AI Coding Assistants a Self-Evolving Memory
beacon.sh is an open-source, self-evolving memory layer for AI coding agents, supporting Claude Code, Cursor, Codex and 20+ harnesses—turning agent sessions into a compounding knowledge layer.
Hera: A Multi-Agent AI Creative Canvas That Redefines the Ad Design Workflow
Hera is an AI creative canvas on Product Hunt that lets you direct multiple AI agents to generate images, design ads, and create animations—with editable layers and automatic brand kit extraction across the full workflow from static ads to motion video.
Clayzo: Let Coding Agents Create Animations for You — Free and Efficient
Clayzo is a free tool that lets coding agents like Claude Code, Codex, and Cursor easily create web animations and motion graphics, with frame-by-frame review and video export.
Claude Hits Its Limit? Friday Work Keeps Your AI Agents Picking Up the Baton
Friday Work is an open-source dev tool that automatically hands off tasks to other AI agents when Claude hits its usage limit, with inter-agent messaging to skip manual copy-paste.
diff-tour: After AI Writes the Code, Learn Senior Engineers' Code-Reading Mindset Through Guided Navigation
diff-tour turns git diff into an interactive arrow-key guided tour that teaches you to review AI-generated code like a senior engineer: understand change intent, spot must-fix issues vs. nits, and learn what to ask. Open source, read-only, runs on your existing AI coding CLI.
Widgeteer: Generate Website Widgets from a Single Sentence
Widgeteer is an AI website widget generator: enter a natural language description to create quote calculators, booking forms, and more. Supports WordPress, Shopify, and any site, with data sent to email, Zapier, n8n, or Webhook.
DeepSeek Harness Step-by-Step Tutorial: From Installation to Automation Plugins
A hands-on DeepSeek Harness tutorial: install the Node.js environment, configure the client, and master three ways to install plugins—helping beginners set up an AI agent runtime environment and understand how plugins extend file I/O, image recognition, and automation.
WorkBuddy Agent in Practice: Principles, Operations, and Automated Tasks Explained
From command-line operations and external tool integration to iterative workflows, this systematic breakdown of the WorkBuddy agent's principles and automation paths helps you decide which business tasks are suited for agents.
Malicious Claude Code Extension Appears in Cursor Marketplace: An 11-Hour Supply Chain Attack
A tampered Claude Code extension survived 11 hours in the Cursor marketplace, attempting an SSH backdoor. Up to 5,000 users may still have malicious files. We analyze the attack path, the role of permission walls, and how developers should rethink trust in AI coding tools.
KIE API Hands-On: How Free LLM Endpoints Can Generate Games at Low Cost
Hands-on test of KIE API's free quota: build an HTML5 mini-game at low cost with Gemini 3.7 Flash, plus credit consumption, API setup, and cost-control tips.
Free Cline API Tests All Pass, but Browser Shows a Blank Page
Cline with a free model built a notes app: all 22 API checks pass and backend security excels, but the browser UI is blank due to chunked-writing syntax errors and the README is missing, scoring 12/20. This article analyzes why an AI coding agent that passes tests still fails delivery and offers three practical tips.
Gemini 4 Argon In-Depth: Free or Paid? How Developers Can Get Started
Gemini 4 Argon is Google's strongest frontier model with ultra-long context and three thinking levels. Is it free? API pricing, coding performance, and how to choose.
Graphify: Zero AI Token Local Codebase Mapping, a Power Tool for Claude Code
Graphify is a free, open-source tool that maps your codebase into a local knowledge graph with zero AI token consumption, supporting Claude Code, Cursor, and more.
AI in the Terminal: 100,000 Developers Use It to Write Apps Directly from the Command Line
An open-source TypeScript project brings Google Gemini into the command line, letting 100,000 developers generate programs in the terminal without switching editors. Learn about the efficiency and limits of command-line AI tools.
Must-Have Claude Code Plugin: How Superpowers Makes AI Plan Before It Codes
Superpowers is a free Claude Code plugin with over a million installs, certified by Anthropic. It forces AI to ask questions, write design docs, decompose tasks, and code test-first—solving Claude's habit of skipping planning.
Worktrunk: A Git Worktree CLI Built for Parallel AI Agent Workflows
Worktrunk is a Rust-based Git worktree management CLI designed for parallel AI agent workflows. Learn about its core features, use cases, and current limitations.
From Matrix Algebra to JAX: Building Neural Networks by Hand to Understand the Essence of Deep Learning
A developer hand-writes backpropagation in NumPy, rewrites it with JAX automatic differentiation, and understands neural network math through four progressive MNIST models, plus an interactive visualization project called Neural Canvas.
T3 Code: An Open-Source GUI That Unifies Claude Code and Codex
T3 Code is an MIT-licensed open-source desktop, web, and mobile app that drives Claude Code, Codex, Cursor, and OpenCode through a unified GUI. Here we cover its positioning, remote access, and key points to check before getting started.