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Deep analysis of Vibe Coding: why beginners generating code through AI chat are just producing digital waste, and the right path to learning programming with AI tools.

5 proven paths to making money independently with Python: automation scripts, AI app development, quantitative trading, tool/course sales, and full-stack web services, with pricing references and practical tips.

An indie developer claims 'if my products wouldn't work they wouldn't sell.' Does this logic hold? We analyze the relationship between sales and quality, explore survivorship bias, and offer practical advice.

Deep dive into Replit Canvas: multimodal AI generation for images, video, and audio, with sketch-to-image, WYSIWYG editing, and real-time collaboration.
TutorialsIn-depth analysis of how Cursor + MCP + AScript enables platform automation—covering architecture, workflow, and risk considerations for AI-powered development.
Industry InsightsSince 2025, AI-driven tech layoffs intensify with 75% of coding work coverable by AI. This article analyzes programmers' structural elimination crisis and the transformation path from code workers to AI architects.
TutorialsHands-on test of building an AI trading assistant with Claude Code + Telegram: natural language orders, funding rate scanning, portfolio dashboards, copy-trading, and security architecture.
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.
Tech FrontiersMay 16, 2025 AI roundup: OpenClaw 3.5x faster, GitHub Copilot Memory early access, Qoder 1.0 autonomous workbench, MiniMax M2.7 on OrcaRouter, Meituan General 365 benchmark.
TutorialsA detailed guide on how indie developers can use AI tools to build fully automated marketing systems—from MCP research to Skills systems to automated content production and traffic engines.
TutorialsLearn how to use Coze Programming to generate AI agents with one sentence, deploy them to WeChat via the Xiaowei Mini Program, and set up paid monetization in a complete four-step workflow.
Product ReviewsDeep analysis of using AI platforms like LinkCloud Crow to quickly generate and sell tools — from demand discovery and tool creation to revenue models and risk assessment.
Industry InsightsDeep dive into Yoyomit's A2A intelligent trading platform—the world's first marketplace where AI Agents automatically trade, take orders, and settle payments with 95% zero human intervention.
TutorialsLearn how to use Cursor AI with Back4App to auto-build user auth, databases, and deploy a full finance tracker app using natural language — no backend code needed.
TutorialsA zero-coding SOE employee quit his job and built a mini program with Cursor. This article analyzes how ordinary people can leverage AI tools for low-cost product development with practical advice.
Product ReviewsBenchmarking 4 solutions for running Qwen3.6-27B locally on Mac: GGUF, MLX Diflash, and MTP-LX. MTP-LX 4bit leads at 43.6 tok/s with solid coding, writing, and reasoning quality.
Industry InsightsDeep analysis of four monetization paths for AI solo companies: custom development, self-built apps, enterprise solutions, and AI content subscriptions — with real cases and practical startup advice.
Expert OpinionsSerial entrepreneur Marc Lou argues that quitting your job to bootstrap with savings almost never works. Freedom kills productivity and financial pressure ruins decisions. Build a side project first, then switch.
Industry InsightsBased on real data from a 900-member tech community, this article breaks down two core freelancing paths for programmers: steady side hustle vs. full-time all-in, with strategies for earning $140K-$420K.
TutorialsComplete guide to Oz agent orchestration: AI agents auto-update Udemy coupon pages for $1K+/month passive income and auto-fix GitHub bugs via triggers, environments, and skills.