#Expo
501 related articles
Expert Opinions·3 min
Burning Money on AI with Nothing to Show? Three Hidden Pitfalls a Developer Learned After Spending $140
A developer spent $140 in Tokens probing AI's limits and identified three hidden pitfalls: using cheap models, building spaghetti projects, and creating vanity products without demand validation.
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Tutorials·2 min
The Core Technique of Vibe Coding: Give Your Judgment Criteria to AI
Most people using AI for coding state actions without judgment, causing outputs to miss the mark. Learn the core Vibe Coding method: provide AI with six judgment dimensions for precise collaboration.
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Product Reviews·2 min
Practical Tutorial: Developing a Farm Game with Godot Engine + AI-Generated Assets
An indie developer uses the open-source Godot engine combined with AI image generation to build a farm management game, covering tech choices, AI asset workflows, and practical tips for solo devs.
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Product Reviews·3 min
Non-Programmer Ships a Product in 16 Days Using AI Tools: A Complete Toolchain Retrospective
A non-coder indie developer shipped a product in 16 days using Gemini, Cline, MiniMax, and DeepSeek. Full retrospective on tool selection, model quality gaps, and practical lessons learned.
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Tutorials·3 min
Building a Vocabulary App with Claude Using Zero Code: From Requirements Description to Deployment
A non-programmer built a vocabulary app with human-like pronunciation, verb conjugation lookup, and SM2 spaced repetition by conversing with Claude AI—zero coding required.
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Product Reviews·4 min
Claude Code: The AI Programming Tool That Frees Product Managers from 'Waiting on Engineers'
Deep dive into how Claude Code helps product managers independently investigate bugs, understand codebases, and generate professional technical reports — transforming PM-engineer collaboration.
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Product Reviews·4 min
Claude Code: The AI Programming Tool That Frees Product Managers from 'Waiting on Engineers'
Deep dive into how Claude Code helps product managers independently investigate bugs, understand codebases, and generate professional technical reports—boosting PM-engineer collaboration efficiency.
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Tutorials·2 min
Getting Started with Claude Code MCP: Connecting External Tools and Context Management Practices
A detailed guide to MCP (Model Context Protocol) in Claude Code, covering server setup, three scope configurations, context window optimization, CLI alternatives, and Skills best practices.
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Tutorials·2 min
The Complete Guide to CLAUDE.md Configuration: Give Claude Code Memory of Your Project
Complete guide to Claude Code's CLAUDE.md memory file: creation methods, content structure, hierarchy system, and practical tips to boost AI coding efficiency.
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Industry Insights·2 min
Decoding the U.S. AI Executive Order: Balancing Development, Safety, and Cyber Defense
Deep analysis of the U.S. AI Executive Order's three strategic pillars: developing top AI models, ensuring safety, and providing cybersecurity tools to trusted defenders.
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Tech Frontiers·3 min
WWDC 2025 Preview: Deep Dive into Siri 2.0 and Three Revolutionary iOS 19 Updates
Deep dive into WWDC 2025's major updates: Siri 2.0 with stronger language models, iOS 19's VisionOS-style 3D interface, iPhone Stage Manager desktop mode, and Apple's open AI ecosystem strategy.
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Industry Insights·3 min
Siri's Absence from WWDC2025: Analyzing Apple's Fragmented AI Breakout Strategy
Siri was absent from WWDC2025 as Apple broke its AI capabilities into independent modules like Visual Intelligence, real-time translation, and AI Phone Assistant. Analysis of Apple's fragmented AI strategy and its 2026 Siri comeback promise.
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Tech Frontiers·2 min
GPT-5.6 First Leak: How Self-Training Loops Enable OpenAI's Three-Week Iteration Cycle
OpenAI's GPT-5.6 has entered internal testing, just three weeks after GPT-5.5. The key accelerator is the self-training loop introduced in GPT-5.3, enabling exponential iteration speed.
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Tutorials·4 min
Four Core Rules Anthropic Engineers Use to Prompt Claude Code
Anthropic engineers share how to properly use Claude Code at AI Code Summit: build composable Skills systems instead of one-off prompts. Master four core rules for skills that get smarter over time.
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Tech Frontiers·2 min
Claude Mythos Real-World Test Falls Flat: Only 1 Low-Risk Vulnerability Found in 170K Lines of Code
Curl founder tests Anthropic's strongest model Claude Mythos on 170K lines of code—finds only 1 low-risk CVE with 3 false positives. Results severely contradict official claims.
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Product Reviews·3 min
6 Developer Tools Roundup: AI Coding Cost Tracking, Agent Virtual File Systems, and More
Roundup of 6 developer tools: CodeBurn for AI coding token cost tracking, Mirage virtual file system for Agents, Boring SSH tunnel manager, PeerTrace file tree renderer, DataTab font-based data visualization, and Flu TypeScript Agent framework.
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Product Reviews·3 min
OpenClaw v2026.5.14 Deep Dive: Real-Time Voice Calls and Gateway Freeze Fix
Deep dive into OpenClaw v2026.5.14: TelLinks real-time voice calls, gateway freeze fix, Telegram message congestion resolution, Agent transparency, DeepSeek V4 Flash config, and 120+ bug fixes.
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Industry Insights·3 min
China's Internet Giants Collectively Expand AI Capital Expenditure: Six Key Beneficiary Sectors in the Computing Infrastructure Supply Chain
China's internet giants collectively increase AI CapEx as computing infrastructure shifts from expectations to delivery. Analysis of six key beneficiary sectors including AI data centers, chips, and storage.
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Tech Frontiers·3 min
AI as Store Manager Running a Physical Shop: An Absurd Experiment That Lost $13,000 in One Month
Anthropic let AI Agent Luna autonomously run a physical store with $100K. It lost $13K in one month after trying to hire from Afghanistan, ordering 1,000 toilet seats, and giving random discounts.
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Tutorials·4 min
Complete Guide to Publishing on the App Store for Indie Developers: A Practical Breakdown from Development to Review Submission
Complete App Store publishing guide for indie developers covering App Store Connect setup, tax & subscription config, sandbox testing, store screenshots, and build submission to help beginners ship within one month.
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