# Anthropic

DeepSeek TUI: A Terminal AI Coding Assistant Built in Rust with 2.3K GitHub Stars

DeepSeek TUI is an open-source terminal AI coding tool written in Rust, optimized for DeepSeek API, dubbed Claude Code for DeepSeek. Plus: AI joint ventures, Sierra's $950M raise, and AWS Agent infrastructure updates.

Comprehensive Review of 10 Mainstream …

2026年6月1日·4 min

Comprehensive Review of 10 Mainstream AI Coding Tools: How to Choose from Cursor to Claude Code

In-depth comparison of 10 AI coding tools including GitHub Copilot, Cursor, Claude Code, and Windsurf, analyzed across features, target users, and pricing to help developers choose the right AI assistant.

Industry Insights

Gemini CLI Shutdown: A 100K-Star Proje…

2026年6月1日·2 min

Gemini CLI Shutdown: A 100K-Star Project Killed Overnight — Three Alternatives Compared

Google's Gemini CLI shut down overnight despite 100K Stars. Compare three alternatives — Claude Code, Aider, and Cline — to find sustainable terminal AI coding tools and avoid vendor lock-in.

pnpm Monorepo Full-Stack AI Engineerin…

2026年6月1日·2 min

pnpm Monorepo Full-Stack AI Engineering in Practice: Building a Multimodal Conversation System

Learn how to build a full-stack multimodal AI conversation system using pnpm Monorepo architecture, covering local model integration, image understanding, and streaming chat.

Industry Insights

Qoder's Context Engineering in Practic…

2026年6月1日·4 min

Qoder's Context Engineering in Practice: Four-Layer Retrieval Engine and Memory System Architecture

Deep analysis of Qoder's (Tongyi Lingma international edition) context engineering architecture, including its four-layer retrieval engine, memory engine, context caching, and core product design.

Cursor + Claude 3.7 Sonnet Coding Test…

Cursor + Claude 3.7 Sonnet Coding Test: Four Side-by-Side Comparisons Reveal Stunning Improvements

Hands-on comparison of Claude 3.7 Sonnet vs 3.5 in Cursor across four front-end tasks, revealing dramatic improvements in requirement understanding, UI aesthetics, and multimodal recognition.

Building AI Agents with Node.js: Repla…

Building AI Agents with Node.js: Replacing Prompt Engineering with Function Calls

Learn how to refactor a Node.js AI Agent using Function Calls instead of prompt engineering. Covers tool definition via JSON Schema, the Agent Loop, and key implementation details from analyzing Claude Code.

Ruflo: A Multi-Agent Orchestration Sol…

Ruflo: A Multi-Agent Orchestration Solution That Turns Claude Code into a 100-Person AI Team

Ruflo is an open-source multi-agent orchestration platform that upgrades single-threaded Claude Code into a distributed AI dev team with 100+ specialized Agents and a SANA self-learning engine.

Opus 4.8 Lands on Cosmos: Breaking Down Its Long-Running Autonomous Task Execution

2026年6月1日·2 min

Opus 4.8 Lands on Cosmos: Breaking Down Its Long-Running Autonomous Task Execution

Claude Opus 4.8 launches on Cosmos with multi-hour autonomous task execution, end-to-end ticket-to-PR workflows, and deep Linear/Sentry integration, marking a new era for AI coding assistants.

Kiro Stops Providing Claude Model Serv…

Kiro Stops Providing Claude Model Services to Chinese Users: Impact and Alternatives

Kiro officially stops providing Claude models and Auto Agent to Chinese users. Learn about the impact, official alternatives, refund policies, and practical strategies for affected developers.

Agent Memory: Giving AI Coding Agents …

Agent Memory: Giving AI Coding Agents Persistent Memory Across Sessions

Agent Memory is an open-source local memory layer providing persistent, cross-session, cross-tool long-term memory for AI coding agents like Claude Code, Cursor, and Codex.

Complete Guide to Connecting Gemini 3.…

Complete Guide to Connecting Gemini 3.5 Flash with Codex CLI: Configuration for macOS and Windows

Step-by-step guide to connecting Google Gemini 3.5 Flash to OpenAI Codex CLI via RouterLink proxy on macOS and Windows. Three-step setup for switching AI models.

Trae Third-Party API Integration Tutor…

Trae Third-Party API Integration Tutorial: Configure GPT and Claude Models in Three Steps

Step-by-step tutorial on integrating third-party APIs in Trae via proxy platforms like DeepRouter to configure GPT-4 and Claude models in three simple steps.

The Right Way for Beginners to Build P…

2026年5月31日·3 min

The Right Way for Beginners to Build Products with AI: The Iterative Build Loop Explained

Vibe Coding isn't just chatting with AI. Learn the Iterative Build Loop: Discuss, Document, Develop, Learn — with VS Code and Claude Code to build products from scratch.

Cursor Composer 2.5 Hands-On: An AI Co…

Cursor Composer 2.5 Hands-On: An AI Coding Model That's Faster and 10x Cheaper

Hands-on review of Cursor Composer 2.5's Agent view, Plan mode, and right panel features. Coding ability matches Claude and GPT top models at up to 10x lower cost with significantly faster speed.

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Gemini Spark Officially Launches: Google Builds a Cross-Service AI Action Assistant

Google Gemini Spark launches for AI Ultra subscribers. This intelligent action assistant works across apps, shifting AI from information provider to task executor. Deep dive into its capabilities and competitive edge.

Google Gemini Drops Update: New Interface Design and Spark Intelligent Agent Assistant Explained

Google Gemini Drops Update: New Interface Design and Spark Intelligent Agent Assistant Explained

Google Gemini Drops brings a complete interface redesign and Gemini Spark 24/7 intelligent agent assistant. Deep analysis of the upgraded experience, agentic AI capabilities, and competition with ChatGPT and Copilot.

35 Lines of Prompts Let Codex Auto-Opt…

2026年5月31日·3 min

35 Lines of Prompts Let Codex Auto-Optimize Your Workflow — Reposted by OpenAI's President

An OpenAI employee used just 35 lines of prompts to have Codex analyze 30 days of work history, identify repetitive tasks, and generate reusable automated Skills. Combined with screen reading and long-term memory, Codex is becoming a proactive workflow optimization agent.

Claude Code Fast Mode Price Cut: Dual-Mode Workflow Reshapes the AI Programming Experience

Claude Code Fast Mode Price Cut: Dual-Mode Workflow Reshapes the AI Programming Experience

Anthropic cuts Claude Opus 4.8 Fast mode pricing. Learn how the dual-mode workflow—Fast for interactive coding, Normal for async tasks—reshapes AI programming.

Claude Opus 4.8 Thinking Effort Calibration Explained: A Critical Optimization Direction for AI Reasoning Models