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Industry InsightsFrom $1.3M monthly token bills to rising premium AI model prices, AI isn't becoming accessible. A deep dive into the industry's two price lists, centralization trends, and what it means for everyone.
TutorialsThree ways to deploy OpenAI Codex: ChatGPT Plus subscription, API relay pay-as-you-go, and Kimi Code CLI as a budget alternative. Covers setup, pricing, and comparison for developers.
Industry InsightsDeep analysis of AI Agents vs LLMs, covering three evolution stages, four core architecture components, three penetration paths, multi-agent collaboration, and societal impact.
Product ReviewsA Bilibili creator used AI platform TabTab to build a rhythm game from scratch in under 24 hours — art, music, and code 100% AI-generated. A deep dive into this zero-experience AI game dev case.
Product ReviewsUsing Cocos Creator plugin Link CC MCP 1.3.4, AI builds a complete Match-3 game from a single prompt—covering scenes, scripts, animations, and levels in 10 minutes.
TutorialsHow can indie game developers complete all game art assets in 30 minutes using AI tools? A complete workflow breakdown from character design and action frames to NPC generation and Godot engine assembly.
Product ReviewsDeep analysis of Cursor 3.0's three core upgrades: Rust rewrite leaving VS Code behind, in-house Composer 2 model with 86% cost reduction, and Agent Windows for multi-agent parallel development.
Expert OpinionsGumloop founder Max shares the truth about AI automation: processing 4M daily workflows taught him why 50 AI Agents running a company is a lie, and why the real AI philosophy is acceleration, not replacement.
Deep DivesDeep comparison of Claude sub-agents vs agent teams: architecture differences, use cases, and real-world results. A Pokémon RPG case study shows how agent teams achieve 95%+ feature completeness.
Product ReviewsDeep dive into Google AI Studio Build 2.0's major upgrade: Anti-Gravity agent, Firebase integration, full-stack support, server-side generation, and multi-framework options transforming this free AI coding platform.
TutorialsDecode LLM naming conventions, understand 32B parameters & AWQ/GGUF quantization formats, with 4-bit VRAM estimation formulas, MOE model pitfalls, and model selection by GPU tier.
TutorialsA detailed guide to the four-stage universal AI prompt system for mathematical modeling, covering problem analysis, innovative model construction, data processing, and model solving for competitions.
TutorialsA detailed guide to Python's three learning stages: syntax fundamentals, advanced concepts, and practical applications. Covers OOP, web scraping, data analysis, and automation with timeline planning.
TutorialsA full breakdown of the AI website-building workflow using Claude Design wireframes, GPT Image 2 asset generation, and Claude Code integration—no coding required.
TutorialsDeep dive into a multi-Agent automated coding framework using file state machines, scheduler orchestration, and multi-agent collaboration to achieve fully automated development from requirements to delivery in 3.5 hours with zero intervention.
Product ReviewsHands-on testing of Google Gemini 3 Pro's Vibe Coding: building an AI course site, SaaS dashboard, and 3D game with zero code in AI Studio.
Deep DivesA game designer tested Doubao, GPT, and Gemini and found they always agree with you. This sycophancy bias turns AI into an echo chamber accelerator. Learn four principles for using AI correctly.
Tech FrontiersA zero-coding developer used AI tools to build a roguelite survival game and launch it on Steam in two months. Full process retrospective with key lessons.
Product ReviewsDeep analysis of AWS's new AI IDE Kiro, comparing it with Cursor. Covers spec-driven development workflow, pricing advantages, hands-on impressions, and industry shifts.
Product ReviewsDeep dive into Amazon's AI coding assistant Kiro and its Spec Mode: requirements docs, design docs, and task breakdown in 3 steps — enabling anyone to build apps.