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Expert OpinionsDeep dive into why TypeScript + Zod is the core tech stack for AI full-stack development. Covering type safety, unified full-stack architecture, and AI output validation for enterprise-grade workflows.
TutorialsMaster LangChain 1.3 Event Stream V3 with 4 monitoring perspectives: run.messages, tool_cause, and more for real-time Agent debugging, streaming output, tool tracking, and token cost control.
TutorialsDeep dive into Hermes Agent's four-layer memory system architecture, covering Harness Engineering principles, Lark integration, persistent memory configuration, and autonomous Skill evolution for building AI assistants that never forget.
Tech FrontiersGitHub Copilot launches a standalone desktop app with session-driven Agentic development. JetBrains gains CLI Agent capabilities. Deep analysis of Copilot's layered architecture strategy.
Product ReviewsIn-depth comparison of Alibaba Qoder, Cursor, Trae, and Claude Code across architecture, features, and use cases to help developers choose the best AI coding tool.
Product ReviewsCompare Trae CN, Cursor, VS Code plugins, and Claude Code across cost, ease of use, and flexibility. Get free and low-cost AI coding setup recommendations for students.
Product ReviewsIn-depth comparison of 2025's top 4 AI coding tools: GitHub Copilot, Cursor 2.0, TRAE Solo, and Claude Code — covering features, experience, and pricing to help developers choose.
Product ReviewsIn-depth comparison of Trae, Qoder, and Claude Code across code comprehension, automation, and pricing. Trae is free with Solo auto mode, Qoder excels at Java cross-file refactoring, Claude Code tops code quality. Includes buying guide.
TutorialsComplete guide to installing and configuring the Nanobanana extension for Gemini CLI, demonstrating AI image generation via MCP protocol in the command line with project integration, API Key setup, and cost details.
Deep DivesDeep dive into AI code review system architecture with AST parsing, RAG retrieval, and vector databases. Learn how to boost review effectiveness from 30% to 80%.
Product ReviewsIn-depth review of Amazon's Kiro IDE covering Spec Mode, Agent Hooks, and other core features. Compared with Cursor and Windsurf. Currently free with unlimited Claude Sonnet 4.0 access.
TutorialsMailoz v1.0.8 released with Feedback Center, streamlined menu, and improved email stability. Learn how to use Mailoz temp email to get free Cursor Pro trial credits with full step-by-step guide.
Product ReviewsHands-on review of OpenAI's first open-weight reasoning model GPT-OSS 120B, locally deployed via Ollama, benchmarked against O4 Mini on code generation, reasoning, and UI design.
Deep DivesAlibaba's open-source reasoning model QwQ-32B achieves performance rivaling DeepSeek R1 (671B) with only 32B parameters through a two-stage reinforcement learning strategy on verifiable tasks.
TutorialsComplete guide to deploying OpenAI's open-source GPT-OSS model locally with Ollama. Real-world testing of the 20B version on RTX 4090 covering Chinese comprehension, logical reasoning, and VRAM usage analysis under MoE architecture.
TutorialsComplete guide to privately deploying OpenAI's open-source GPT-OSS-20B: GPU selection (RTX 5090/V100/4070Ti), Linux deployment steps, API configuration, and real-world benchmarks with 120B hardware comparison.
TutorialsComplete LocalAI deployment tutorial: run nearly 1,000 open-source LLMs locally without a GPU. One-click Docker setup, OpenAI API compatible, supports chat, image generation, and voice — fully private.
Tech FrontiersGoogle open-sources Gemini CLI terminal agent with 1000 free daily calls to Gemini 2.5 Pro and 1M token context. Anthropic Claude models join GitHub Copilot as AI dev tool competition heats up.
TutorialsComplete guide to Google Gemini CLI: installation, authentication troubleshooting, file batch processing, MCP browser automation, and AI coding. 1000 free daily calls with 1M token context window.
TutorialsStep-by-step tutorial on integrating Gemini CLI with Cline and RooCode for free. Get 1000 daily requests to Gemini 2.5 Pro for AI-assisted coding at zero cost.