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TutorialsStep-by-step guide to claiming 12 months of free Google Gemini AI Pro via Pixel device verification in 2025, including region setup, 2FA config, and post-verification security steps.
TutorialsStep-by-step guide to accessing DeepSeek V4 Pro and V4 Flash for free via NVIDIA NIM, with API key setup, model comparison, and integration for Cursor, Kline, and other coding tools.
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.
Tech FrontiersGoogle AI Studio is shifting from a free unlimited platform to an API-based dev tool. Learn about Logan's clarification, free tier changes, user impact, and transition strategies.
TutorialsComplete guide to using Zhipu GLM-4.5 for free: web-based full-stack development, one-sentence PPT generation, and API integration with Claude Code for cost-effective programming workflows.
Tech FrontiersAnthropic slashes Claude Max Opus quotas by 20x, driving developer exodus. GLM 4.6 enters with 1/10th API pricing, 200K context window & open weights. Full comparison inside.
Product ReviewsIn-depth review of DeepAgent's Computer Use Agent: tested across property search, Excel dashboard building, and flight comparison. Is this $10/month AI agent platform worth it?
TutorialsHow to combine Gemini 3.1 Pro and Claude Opus 4.6 for AI programming: Opus handles architecture planning, Gemini executes code generation, building a Minecraft clone for free in Anti-Gravity IDE.
Product ReviewsDeep dive into VS Code AI Toolkit 2.0 major update, covering Agent Builder, MCP tool integration, batch testing, model evaluation, and a complete guide to using GPT-5 and Claude for free via GitHub Models.
Product ReviewsReal-world comparison of Trae Solo vs Cursor building a Python Flask student management system, testing architecture design, code generation speed, runtime results, and practical recommendations.
Product ReviewsZCF (Zero-Config Code Flow) is an open-source zero-config workflow tool for Claude Code and Codex with ~6000 GitHub Stars. Learn its architecture, features, and how it solves AI coding integration challenges.
Product ReviewsHands-on test of AI zero-code platform generating a full procurement system from a requirements doc — supplier management, purchase orders, receiving, inventory alerts, and complete business loop.
Deep DivesDeep dive into Agent core logic ReAct (Reasoning + Acting) execution flow, Transformer self-attention mechanism, and essential AI skills for frontend developers including prompt engineering, RAG, and Agent development.
TutorialsLearn how to use Claude Code's Skill mechanism to standardize code explanation workflows with a four-step method: analogy, flowchart, breakdown, and pitfall reminders.
Deep DivesAI Agent getting dumber over time? Context Rot has two root causes: Distraction (attention dilution) and Poisoning (causal chain contamination). Learn symptoms, mechanisms, and remediation strategies.
Deep DivesWhat exactly is a large model? This article explains the essence of LLMs from the core concepts of "models" and "parameters," covering GPT parameter scales, vector dimensions, and open-source model selection.
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.
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.