1918 related articles
Deep DivesDeep analysis of AI coding tools' three-stage evolution: GitHub Copilot as a supercharged input method, Cursor as a pair programming partner, and Claude Code as a system-level agent.
Product ReviewsCodeGraph is a local code semantic indexing tool that provides AI coding agents with code relationship maps via MCP, reducing costs by 35% and tool calls by 70% in large repositories.
TutorialsComplete guide to installing Claude Code with system requirements and setup for users in China. Compare with Cursor and TRAE, learn IDE integration, and configure third-party models like DeepSeek.
Deep DivesDeep analysis of Alibaba's Qwen3.7 Max: 1T parameters, MOE architecture, 256K context, leading in agent programming, reasoning, and multilingual tasks with full LangChain/CrewAI compatibility.
Tech FrontiersDeep analysis of Alibaba's Qwen3.7 Max: 1T-parameter MoE architecture, 256K context window, leading agent programming capabilities, full framework compatibility, and the model-vs-harness industry debate.
Product ReviewsDeep dive into Harness AI engineering programming methodology, solving AI coding pain points like hallucinations, code standards, and context loss for 10x enterprise efficiency.
TutorialsLearn how AI models like DeepSeek assist reverse engineering: analyzing Douyin's X-Bogus encryption, auto-generating 600+ lines of browser environment spoofing code.
Product ReviewsAntigravity 2.0 expands into three tools: a conversational programming tool, classic IDE, and CLI. This article breaks down their positioning, features, and product strategy for developers.
Product ReviewsA hands-on comparison of OpenAI Codex, Amazon Kiro, and Coder using the same HTML game prompt — evaluating code quality, game completeness, and real-world usability with detailed scores and recommendations.
TutorialsLearn how to use Gemini 3.5 for free from China without VPN or registration. Includes real code generation tests comparing Gemini 3.1 vs 3.5 building a web Minecraft game, plus risk warnings.
Product ReviewsBenchLocal real-world testing of DeepSeek V4 Pro, V4 Flash vs Qwen3.6 27B across 8 categories and 85 scenarios. V4 Pro leads by 6% but stumbles on math reasoning. Qwen3.6 Q6 rivals V4 Pro in agent tasks.
Product ReviewsIn-depth review of GitHub Copilot CLI public preview: a free terminal coding agent powered by Claude Sonnet with no rate limits, tested against Claude Code across four real coding tasks.
TutorialsComplete guide to GitHub Copilot CLI: installation, MCP extensions, and Agentic Coding demo building a Windows 95 simulator with auto GitHub repo creation and PR workflow.
TutorialsLearn how to get free Claude Opus access in Claude Code via GitHub Student verification and AnyGuardianManager proxy, with full setup steps and caveats.
TutorialsStep-by-step tutorial: Connect VS Code's Claude Code plugin to DeepSeek V4 Pro via CCSwitch, bypassing auth limits and cutting AI coding costs to 25%.
Tutorials3 top DeepSeek V4 Pro Skills collection sites: a 1.46M open-source repo, a curated quality store, and a popularity leaderboard to help you find reliable AI plugins fast.
Product ReviewsLightningRAG is an open-source full-stack RAG framework built with Vue and Gin, supporting knowledge base management, vector search, and multi-model integration. A deep dive into its architecture and comparison with LangChain and Dify.
Deep DivesExplore NVIDIA's Deep Research Skill approach for embedding deep research capabilities as skill modules into AI Agent frameworks like Claude Code and LangChain, enabling goal decomposition, multi-source retrieval, and knowledge synthesis.
Deep DivesA deep dive into OpenAI's GPT-5.3 Codex agentic coding model — from SWE-Bench Pro to OS World benchmarks — exploring how AI evolves from tool to digital colleague.
Deep DivesA deep dive into Berkeley CS294-196's agentic AI security lecture, covering prompt injection, indirect injection, AgentPoison backdoor attacks, defense-in-depth, least privilege, and runtime guardrails.