https://codepick.dev/en/ AI coding tool reviews, comparisons, and guides. Bilingual. en Fri, 26 Jun 2026 00:00:00 GMT https://codepick.dev/en/guides/meta-harness-2026/ https://codepick.dev/en/guides/meta-harness-2026/ Databricks Omnigent, Zed ACP, Vercel HarnessAgent, Cloudflare Flue, Conductor — a wave of meta-harnesses landed in one week of June 2026. A selection-focused survey: what it is, what it solves, how it relates to MCP/agent runtimes/collaboration platforms, and whether you should adopt one now. Guide Fri, 26 Jun 2026 00:00:00 GMT https://codepick.dev/en/guides/multica-ai-intro/ https://codepick.dev/en/guides/multica-ai-intro/ What is Multica.ai? A deep explainer of its product thesis, architecture, Issue workflow, Skills, Squads, Autopilots, self-hosting model, fit, and risk boundaries. Guide Fri, 26 Jun 2026 00:00:00 GMT https://codepick.dev/en/guides/ai-tool-skills-extensions/ https://codepick.dev/en/guides/ai-tool-skills-extensions/ A deep dive into AI coding tool extension capabilities: Claude Code's Agent Skills / Hooks / Plugins, Cursor's .mdc Rules, the cross-tool AGENTS.md standard, and how to build your own AI-powered workflow. Guide Mon, 08 Jun 2026 00:00:00 GMT https://codepick.dev/en/guides/interesting-agent-skills/ https://codepick.dev/en/guides/interesting-agent-skills/ A tour of the fun, useful Agent Skills in the Claude Code / Codex ecosystem — grill-me makes the AI interrogate your design, caveman cuts 75% of tokens, handoff writes a one-shot handoff doc, zoom-out helps you grok unfamiliar code, and more. Includes 30-second install. Guide Mon, 08 Jun 2026 00:00:00 GMT https://codepick.dev/en/guides/agent-runtime-ax-agyn-dapr/ https://codepick.dev/en/guides/agent-runtime-ax-agyn-dapr/ Google AX points to a new class of distributed agent runtime. This guide compares the two closest open-source projects, Agyn and Dapr Agents, across execution units, recovery, isolation, deployment, and fit. Guide Sat, 06 Jun 2026 00:00:00 GMT https://codepick.dev/en/guides/mobile-ai-coding-tools-2026/ https://codepick.dev/en/guides/mobile-ai-coding-tools-2026/ As of June 2026, mobile coding is splitting into local agent remote control, cloud or on-device runtimes, and phone GUI agents. This guide maps the categories and trade-offs. Guide Thu, 04 Jun 2026 00:00:00 GMT https://codepick.dev/en/compare/claude-code-vs-codex/ https://codepick.dev/en/compare/claude-code-vs-codex/ Updated on 2026-06-03: Claude Code vs Codex across pricing, models, platforms, MCP, privacy, parallel tasks, PR workflows, and buyer recommendations. Compare Wed, 03 Jun 2026 00:00:00 GMT https://codepick.dev/en/guides/ai-coding-agents-2026-roadmap/ https://codepick.dev/en/guides/ai-coding-agents-2026-roadmap/ As of June 2026, AI coding tools are moving from autocomplete and AI IDEs into engineered agent workflows. This guide maps the shift across Codex, Claude Code, GitHub Copilot, Gemini CLI, MCP, security, and team adoption. Guide Mon, 01 Jun 2026 00:00:00 GMT https://codepick.dev/en/compare/ai-coding-cost-comparison-2026/ https://codepick.dev/en/compare/ai-coding-cost-comparison-2026/ Compare monthly fees, quota models, China accessibility, and overage risk across GitHub Copilot, Cursor, OpenAI Codex, Claude Code, Volcengine Ark, MiniMax, Alibaba Bailian, and other AI coding setups. Compare Thu, 28 May 2026 00:00:00 GMT https://codepick.dev/en/guides/helio-vs-cumora-agent-collaboration/ https://codepick.dev/en/guides/helio-vs-cumora-agent-collaboration/ Helio and Cumora both treat agents as AI teammates, but Helio leans toward tickets, coding sessions, and approvals while Cumora leans toward chat, memory, personas, and agent-to-agent collaboration. Guide Thu, 28 May 2026 00:00:00 GMT https://codepick.dev/en/guides/sub2api-self-hosted-ai-relay/ https://codepick.dev/en/guides/sub2api-self-hosted-ai-relay/ A practical guide to self-hosting an AI coding relay with Wei-Shaw/sub2api: when to use it, Docker Compose deployment, Nginx headers, Simple Mode, Claude Code / Codex / Gemini access, backups, and security risks. Guide Thu, 28 May 2026 00:00:00 GMT https://codepick.dev/en/guides/windsurf-2-new-features/ https://codepick.dev/en/guides/windsurf-2-new-features/ On April 15, 2026, Windsurf shipped its 2.0 major release. This guide covers the Cognition acquisition backstory, SWE-1.5 model, Codemaps visual codebase maps, Devin Cloud Agent integration, Agent Command Center, Spaces, and the complete pricing overhaul from monthly credits to daily/weekly quotas. Guide Mon, 25 May 2026 00:00:00 GMT https://codepick.dev/en/guides/china-coding-api-roundup-2026/ https://codepick.dev/en/guides/china-coding-api-roundup-2026/ The most comprehensive 2026 comparison of Chinese AI coding API subscriptions: Volcengine Ark Lite ¥40/mo (¥9.9 first month), Alibaba Bailian ¥200, MiniMax ¥29, Zhipu GLM ¥49+, and DeepSeek pay-as-you-go. One big table, six scenarios, and a decision tree to find your fit in 30 seconds. Guide Tue, 19 May 2026 00:00:00 GMT https://codepick.dev/en/guides/lobehub-setup/ https://codepick.dev/en/guides/lobehub-setup/ LobeHub is the largest open-source agent collaboration platform (73K+ stars), centered on its Agent Marketplace + Agent Groups. This 15-minute guide covers: Docker Compose self-host → configure LLM API keys → pick from 273K+ Skills / 51K+ MCP servers → use Agent Groups to auto-form teams for complex tasks. Guide Tue, 19 May 2026 00:00:00 GMT https://codepick.dev/en/guides/multica-setup/ https://codepick.dev/en/guides/multica-setup/ A practical guide to self-hosting multica-ai/multica on your own server or private network: Docker Compose quick install, manual setup, login codes, Caddy/Nginx reverse proxy, daemon pairing, Kubernetes, upgrades, and security boundaries. Guide Tue, 19 May 2026 00:00:00 GMT https://codepick.dev/en/guides/orkas-setup/ https://codepick.dev/en/guides/orkas-setup/ Orkas is an MIT-licensed open-source desktop agent collaboration client with a unique Commander + Workers architecture. This 10-minute guide covers: git clone one-line start → configure LLM APIs → command an agent team through conversation → understand the COMPETENCE.md self-evolution mechanism. Guide Tue, 19 May 2026 00:00:00 GMT https://codepick.dev/en/guides/slock-setup/ https://codepick.dev/en/guides/slock-setup/ Slock treats humans and AI agents as teammates in chat channels. This 10-minute guide walks you through: registering an account → starting the local daemon → creating your first agent → @-mentioning to assign work → understanding how task claim prevents file conflicts. Guide Tue, 19 May 2026 00:00:00 GMT https://codepick.dev/en/guides/cursor-3-new-features/ https://codepick.dev/en/guides/cursor-3-new-features/ On April 2, 2026, Cursor shipped its biggest redesign since launch — codename Glass. This guide covers the Agents Window, parallel agent execution, Design Mode, multi-repo support, and the May 13 cloud agent environments update. Guide Mon, 18 May 2026 00:00:00 GMT https://codepick.dev/en/guides/ark-coding-plan-guide/ https://codepick.dev/en/guides/ark-coding-plan-guide/ Based on the official Volcengine Ark Agent/Coding Plan export: Coding Plan is a two-tier coding-focused subscription for individual developers, while Agent Plan is the upgraded multimodal + Harness package. Covers the boundary, model/activity changes, Base URL/API key rules, and setup notes for Cline, Claude Code, OpenCode, and Codex CLI. Guide Sun, 17 May 2026 00:00:00 GMT https://codepick.dev/en/guides/bailian-coding-plan/ https://codepick.dev/en/guides/bailian-coding-plan/ Alibaba Cloud's Bailian Coding Plan is a subscription-based API package for AI coding. This guide covers the Pro tier, supported models, compatible clients, and configuration steps. Guide Sun, 17 May 2026 00:00:00 GMT https://codepick.dev/en/guides/copilot-china-access/ https://codepick.dev/en/guides/copilot-china-access/ An assessment of Copilot accessibility from China, the new AI Credits billing system explained, plus domestic alternatives for developers who need a smoother experience. Guide Sun, 17 May 2026 00:00:00 GMT https://codepick.dev/en/guides/cursor-china-usage/ https://codepick.dev/en/guides/cursor-china-usage/ Chinese developers face three hurdles using Cursor: VPN requirements, payment restrictions, and latency. This article covers all viable workarounds and domestic alternatives in 2026. Guide Sun, 17 May 2026 00:00:00 GMT https://codepick.dev/en/guides/conductor-build-intro/ https://codepick.dev/en/guides/conductor-build-intro/ Conductor by Melty Labs is a Mac app that orchestrates parallel Claude Code and Codex agents, each working in an isolated git worktree. The app is free — you bring your own Claude or Codex subscription. Guide Sat, 16 May 2026 00:00:00 GMT https://codepick.dev/en/compare/coding-plan-vs-agent-plan-vs-token-plan/ https://codepick.dev/en/compare/coding-plan-vs-agent-plan-vs-token-plan/ A full comparison of Ark Agent Plan, MiniMax Token Plan, and Bailian Token Plan (Team) — pricing, billing units, model lineups, modality coverage, Harness tools, and how to choose. Compare Wed, 13 May 2026 00:00:00 GMT https://codepick.dev/en/guides/ark-agent-plan/ https://codepick.dev/en/guides/ark-agent-plan/ On 2026-05-11 Volcano Ark launched Agent Plan, billed as the industry's first Agent subscription bundle. This guide breaks down its four pricing tiers, the AFP credits system, bundled multimodal models and Harness tools, and how it differs from Coding Plan. Guide Wed, 13 May 2026 00:00:00 GMT https://codepick.dev/en/guides/copilot-ai-credits-billing/ https://codepick.dev/en/guides/copilot-ai-credits-billing/ GitHub Copilot is replacing Premium Request Units with AI Credits token-based billing on June 1, 2026. Here's a breakdown of what each plan includes, what models cost, and whether your bill goes up or down. Guide Mon, 11 May 2026 00:00:00 GMT https://codepick.dev/en/guides/agent-collaboration-platforms-2026/ https://codepick.dev/en/guides/agent-collaboration-platforms-2026/ From solo coding to agent teams — a deep comparison of four agent collaboration platforms: Slock's task claiming, Multica's skill sharing, LobeHub's agent marketplace, and Orkas's Commander dispatch. Find your ideal human+agent workflow. Guide Sat, 09 May 2026 00:00:00 GMT https://codepick.dev/en/guides/deepseek-v4-api-platforms/ https://codepick.dev/en/guides/deepseek-v4-api-platforms/ As of 2026-04-29, this guide checks where DeepSeek-V4 is actually available across the official API, Alibaba Cloud Bailian, Together, Fireworks, Novita, OpenRouter, and more — plus the correct model IDs and integration path. Guide Wed, 29 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/augment-code-vs-cursor/ https://codepick.dev/en/compare/augment-code-vs-cursor/ Augment Code is a plugin-first enterprise AI coding tool. Cursor is the most popular AI IDE fork. Their core architectures differ significantly — this article helps you choose the right fit for your workflow. Compare Mon, 27 Apr 2026 00:00:00 GMT https://codepick.dev/en/guides/cursor-composer-2/ https://codepick.dev/en/guides/cursor-composer-2/ In March 2026 Cursor launched Composer 2 — a proprietary coding model trained on top of Moonshot AI's open-source Kimi K2.5. Here's the full story: the technology, the attribution controversy, and what it means for developers. Guide Mon, 20 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/claude-code-vs-cline/ https://codepick.dev/en/compare/claude-code-vs-cline/ Claude Code vs Cline compared: terminal CLI vs VS Code plugin, pricing, China accessibility, Agent capabilities, and model freedom — helping you pick the right AI coding tool for your workflow. Compare Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/aider-vs-cline/ https://codepick.dev/en/compare/aider-vs-cline/ Aider vs Cline compared: Git-first Python CLI vs VS Code plugin Agent — privacy, pricing, workflow, MCP support, and China accessibility to help you choose the best free AI coding tool. Compare Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/opencode-vs-cursor/ https://codepick.dev/en/compare/opencode-vs-cursor/ OpenCode vs Cursor compared: free terminal TUI Agent vs premium AI IDE — pricing, coding ability, China accessibility, and workflow to help you choose the right tool. Compare Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/roo-code-vs-cursor/ https://codepick.dev/en/compare/roo-code-vs-cursor/ Roo Code vs Cursor compared: free open-source VS Code Agent with multi-role support vs premium AI IDE — pricing, Architect mode, Cloud Agents, and China accessibility. Compare Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/trae-vs-cursor/ https://codepick.dev/en/compare/trae-vs-cursor/ Trae vs Cursor compared: ByteDance's free AI IDE with SOLO mode and Builder mode versus Cursor's best-in-class coding experience — pricing, features, and who should switch. Compare Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/windsurf-vs-copilot/ https://codepick.dev/en/compare/windsurf-vs-copilot/ Windsurf vs GitHub Copilot compared: pricing, code completion, Agent capabilities, IDE compatibility, and China accessibility — helping you pick the right AI coding tool. Compare Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/guides/claude-code-budget-alternatives/ https://codepick.dev/en/guides/claude-code-budget-alternatives/ Claude Code Pro at $20/mo, Max at $100–200/mo feeling steep? Here are 5 alternatives that get you close to the same AI Agent coding capability — from low-entry plans to completely free. Guide Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/guides/ai-coding-rate-limits/ https://codepick.dev/en/guides/ai-coding-rate-limits/ Why does Claude Code, Cursor, or Copilot hit rate limits right when you're busiest? Learn how each tool's limits work and 5 practical strategies to keep working without interruption. Guide Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/guides/claude-code-china-usage/ https://codepick.dev/en/guides/claude-code-china-usage/ Claude Code is blocked in mainland China, but there are real workarounds. This guide covers 5 methods — from the Volcengine Ark relay (no VPN needed) to direct API and Kiro — with cost and effort compared. Guide Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/guides/cursor-cost-saving/ https://codepick.dev/en/guides/cursor-cost-saving/ How to stretch your Cursor Pro credit pool further — Auto mode, cheaper models, task splitting, lean .cursorrules, and backup tools for when you run out mid-month. Guide Sun, 05 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/ai-codereview-comparison/ https://codepick.dev/en/compare/ai-codereview-comparison/ A comprehensive comparison of 6 mainstream AI code review tools in 2026: GitHub Copilot Code Review, CodeRabbit, Qodo Merge, Greptile, Claude Code, and Amazon Q Developer — evaluated on comment quality, false positive rate, China accessibility, and pricing. Compare Wed, 01 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/claude-code-vs-cursor/ https://codepick.dev/en/compare/claude-code-vs-cursor/ Terminal CLI vs AI IDE head-to-head: coding ability, workflow, pricing, and China accessibility — find out which one fits your workflow. Compare Wed, 01 Apr 2026 00:00:00 GMT https://codepick.dev/en/compare/cline-vs-cursor/ https://codepick.dev/en/compare/cline-vs-cursor/ Free open-source plugin vs paid AI IDE: Cline and Cursor compared on pricing, Agent capability, model flexibility, and China accessibility. Compare Wed, 01 Apr 2026 00:00:00 GMT https://codepick.dev/en/guides/vscode-extensions-for-ai-coding/ https://codepick.dev/en/guides/vscode-extensions-for-ai-coding/ The best VS Code plugins to use alongside Cursor, Cline, and Claude Code — covering Git history, code quality, API testing, and readability. Build a complete AI-augmented workflow. Guide Wed, 01 Apr 2026 00:00:00 GMT https://codepick.dev/en/guides/claude-code-token-saving/ https://codepick.dev/en/guides/claude-code-token-saving/ A dedicated token-saving guide for Claude Code users: when to use /compact vs /clear, how to write an effective CLAUDE.md, precise file referencing, task decomposition, and the 5 most common token-wasting mistakes to avoid. Guide Sun, 29 Mar 2026 00:00:00 GMT https://codepick.dev/en/guides/token-saving-guide/ https://codepick.dev/en/guides/token-saving-guide/ From what tokens are to 5 practical strategies, covering Cursor, Claude Code, Cline, Copilot, and more. Whether you're on a subscription or pay-as-you-go, you can apply these tips immediately. Guide Sun, 29 Mar 2026 00:00:00 GMT https://codepick.dev/en/compare/cli-ai-coding-tools-2026/ https://codepick.dev/en/compare/cli-ai-coding-tools-2026/ Terminal AI coding tools are booming! Compare Claude Code, Gemini CLI, Codex CLI, Kiro CLI, Copilot CLI, Cline CLI, and Aider across coding ability, pricing, context window, and more. Compare Sat, 28 Mar 2026 00:00:00 GMT https://codepick.dev/en/guides/mcp-intro/ https://codepick.dev/en/guides/mcp-intro/ A comprehensive introduction to MCP (Model Context Protocol): what it is, why it matters, which AI coding tools support it, and how to configure MCP servers for Cursor, Claude Code, Cline, and more. Guide Sat, 28 Mar 2026 00:00:00 GMT https://codepick.dev/en/compare/best-ai-coding-tools-2026/ https://codepick.dev/en/compare/best-ai-coding-tools-2026/ A practical AI coding tools comparison for 2026, covering Cursor, Claude Code, Copilot, Windsurf, and other mainstream tools across coding ability, pricing, flexibility, and more. Compare Fri, 27 Mar 2026 00:00:00 GMT https://codepick.dev/en/compare/copilot-alternatives/ https://codepick.dev/en/compare/copilot-alternatives/ Not satisfied with GitHub Copilot? These 8 alternatives offer stronger Agent capabilities, better pricing, more model choices, or better regional accessibility. Compare Fri, 27 Mar 2026 00:00:00 GMT