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Product ReviewsHands-on review of Manus AI Agent on the DeepSeek tech stack, analyzing task execution, Chinese reasoning capabilities, strengths, limitations, and the potential of domestic LLMs in Agent applications.
TutorialsDeep analysis of the Kiro, Cursor & Windsurf 3-in-1 unlimited refill tool: technical implementation, potential risks, account security concerns, and compliant AI coding alternatives.
TutorialsLearn how multiple AI Agents form a collaborative team to automate short-video production end-to-end—from material mining and script generation to video packaging and cross-platform RPA publishing.
TutorialsA proven AI workflow automates talking-head short video production end-to-end — from video packaging and copywriting to thumbnail creation and multi-platform scheduled publishing — in just 5 minutes.
Product ReviewsPixel Video is an open-source short video automation tool with 15K GitHub Stars, supporting end-to-end automation from scripting and AI visuals to voice synthesis and final output, compatible with GPT, DeepSeek, and more.
TutorialsTraditional short-video competitive analysis limits you to 2 accounts per day. With AI tools, complete niche positioning, persona analysis, and business model breakdowns in just 2 minutes using a four-step workflow.
Tech FrontiersDeepSeek-V3.2 released with coding, math, and Agent capabilities matching Gemini 3.0 Pro, setting new open-source SOTA. Detailed analysis of performance gains, use cases, and deployment tips.
TutorialsLearn how to run Codex locally with Ollama and Gemma 4 for zero-cost AI programming. Covers installation, model selection, and real demos as an alternative to $20-200/month paid plans.
TutorialsIn-depth review of a 628-episode free Python full-stack tutorial on Bilibili, analyzing its strengths, limitations, and providing learning strategy advice for Python beginners.
TutorialsIn-depth review of a 628-episode free Python full-stack tutorial on Bilibili, analyzing its strengths, limitations, and providing learning strategy advice for Python beginners.
The Complete Guide to OpenTelemetry: T…
Deep dive into OpenTelemetry's core architecture, the three pillars of observability (logs, metrics, traces), with a real-world food delivery app crash debugging case showing how distributed tracing locates microservice bottlenecks and how AI is revolutionizing DevOps monitoring.
Expert OpinionsReplit CEO Amjad Massad on AI coding models hitting a ceiling, competition shifting to product engineering, SaaS being replaced by AI Agents, the death of the IDE, and multi-model orchestration.
TutorialsStep-by-step tutorial on switching Claude Code's backend to DeepSeek API using ccswitch. Complete 7-step setup guide to build a low-cost AI coding assistant with troubleshooting tips.
TutorialsLearn how AI combined with IDA MCP automates APP reverse engineering—from locating encrypted parameters to AI-generated Python code, dramatically lowering the barrier to security research.
Deep DivesDeep dive into context engineering as the core of Agent development, covering five context modules, four pain points, and dynamic assembly solutions including compression, hybrid retrieval, multi-Agent architecture, and state machine control.
TutorialsHands-on demo using DeepSeek V4 Pro to reverse-engineer Youdao Translate's sign parameter, from locating MD5 encryption logic to generating complete Python code, compressing hours of work into minutes.
TutorialsComplete guide to Fengxing Story AI novel expansion suite: installation, model API configuration, and seven-stage automated creative workflow from synopsis to full-length text.
TutorialsA complete guide to writing web novels with DeepSeek's Deep Think mode using a five-step method: outline, causal review, characters, chapters, and body text, plus tips for passing platform review.
Product ReviewsGeneric Agent is an open-source AI Agent that reduces token consumption by 90% through minimalist tool design, four-layer memory hierarchy, and experience reuse. Supports computer operation, browser automation, Feishu integration, and more.
Product ReviewsDeep dive into Hermes Agent's core mechanisms: learning loops, three-layer memory system, and self-evolving Skills. Includes comparison with Claude Code and OpenCode, plus a complete installation guide.