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ResearchAlibaba Mama's Skills-Oriented Programming methodology uses three-layer Skill structures, progressive disclosure, and four-layer anti-corruption systems to achieve 90%+ code generation accuracy for Code Agents in complex enterprise codebases.
Deep DivesDeep analysis of OpenAI's Agent Kit visual workflow system: feature breakdown, comparison with Dify/n8n, scenario limitations, and the strategic intent behind its launch.
Deep DivesIn-depth analysis of OpenAI's Agent Kit visual workflow tool vs Dify, n8n, and Coze—examining its real capabilities, strategic intent, and actual impact on the AI workflow automation ecosystem.
TutorialsA detailed guide to Manus AI Agent's core capabilities and usage techniques, using the Three-Layer Expression Method to issue precise instructions across 19 real-world scenarios including workplace reporting, data analysis, and side income.
Industry InsightsA deep analysis of personalized health tech: from smartwatches and genetic testing to CGMs, revealing the data anxiety, lack of scientific validation, and commercial conflicts behind consumer health products.
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.
TutorialsDIY a voice programming remote with a Bluetooth clicker and wireless mic. Combine Doubao voice input, TMUX multi-window management, and Claude Code for a hands-free Vibe Coding workflow.
Industry InsightsAI-generated academic papers have improved dramatically but are causing citation pollution, overwhelming peer review, and eroding knowledge credibility. This article analyzes the impact and explores solutions.
TutorialsClaude 4.5 Haiku delivers Sonnet 4-level coding at 1/3 the cost and 2x speed. Explore 7 proven AI side hustle methods with real income data and step-by-step workflows.
TutorialsComplete guide to ByteDance's Jimeng Seedance 2.0: core capabilities, first-last frame control, video extension, trending video remix, and money-saving strategies with credits and referral tips.
Product ReviewsOpen Design is a local-first open source AI design tool with 40K+ GitHub Stars, featuring 19 design skills, 71 brand-grade design systems, and compatibility with 9+ AI tools including Claude Code and Cursor.
Product ReviewsIn-depth review of Claude Haiku 4.5: 73.3% on SWE-bench rivaling Sonnet 4, input at just $1/million tokens. Covers code generation, agentic coding, SVG tests, and Sonnet+Haiku collaboration strategies.
Expert OpinionsAI coding agents are reshaping the economics of software rewrites. Real migration cases reveal how language lock-in is breaking down, turning tech choices into reversible decisions.
Tech FrontiersOpenAI acquires AI coding tool Windsurf for ~$3B in its largest deal ever. Deep analysis of the deal's context, impact on Cursor and GitHub Copilot, and OpenAI's strategy to build an AI coding ecosystem.
Industry InsightsMicrosoft open-sources GitHub Copilot, reshaping the AI coding market. Analysis of the three reasons behind this move, its impact on Cursor and Windsurf, and whether OpenAI's $3B Windsurf acquisition still makes sense.
Tech FrontiersOpenAI's $3B Windsurf acquisition collapsed over a Microsoft IP-sharing clause. Google then swooped in with a $2.4B acqui-hire. A deep dive into the AI giants' power struggle.
Product ReviewsDeep dive into BuildingAI, an open source block-based AI app builder with 1600+ Stars. Explore its architecture, use cases, and how it compares to Dify and Coze.
Tech FrontiersMistral AI hosts its inaugural AI Now Summit in Paris on May 28, focusing on open-source AI transformation, scale-up deployment, enterprise infrastructure, and multimodal AI with robotics.
Tech FrontiersSubnautica 2 explodes onto Steam, topping charts in under one hour and breaking 1 million sales to become the platform's 4th most-played game at launch.
Tech FrontiersIn-depth analysis of NVIDIA NemoClaw's expansion roadmap, covering OpenClaw open-source collaboration, sim-to-real transfer, dexterous manipulation breakthroughs, and commercialization paths in embodied AI.