#code generation
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Product Reviews
OpenAI Codex Role-Specific Plugins Exp…
·2 min
OpenAI Codex Role-Specific Plugins Explained: Reshaping Team Collaboration Workflows
OpenAI launches Codex role-specific plugins covering data analysis, creative production, and product design, integrating 60+ systems to enable closed-loop workflows from ideation to prototype publication.
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Product Reviews
OpenAI Codex Role-Specific Plugins Exp…
·2 min
OpenAI Codex Role-Specific Plugins Explained: Reshaping Team Collaboration Workflows
OpenAI launches Codex role-specific plugins covering data analysis, creative production, and product design, integrating 60+ systems to enable closed-loop workflows from ideation to prototype publication.
Read more →
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·4 min
Claude Code to Codex Migration Guide: Setup, Pricing, and Combined Usage in Practice
A detailed guide for Claude Code users to quickly get started with OpenAI Codex, covering desktop and CLI setup, pricing comparison, seamless project migration, plugin configuration, and context management differences.
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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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Tutorials·3 min
SDD (Specification-Driven Development) in Practice: AI Programming Methodology from Cursor to Claude Code
Deep dive into SDD (Specification-Driven Development) methodology covering Cursor and Claude Code in practice—from intelligent data querying to enterprise compliance platforms across four progressive projects.
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Product Reviews·2 min
Is OpenAI Codex Becoming More Like Claude Code? Developers Complain About Product Homogenization
Developers complain OpenAI Codex is becoming more like Claude Code. Analysis of AI coding tool homogenization trends and what developers should prioritize when choosing programming assistants.
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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·3 min
Behind Apple AI's Repeated Delays: The 14-Year Internal Struggle of Siri Revealed
Why does Apple Intelligence keep getting delayed? From Siri's acquisition to AI team infighting, a deep dive into the organizational failures behind Apple's AI struggles.
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Industry Insights·3 min
GPT 5.5 Dubbed 'Autistic Genius': Codex Downloads Surge 1397%, The Truth Behind the Developer Exodus
OpenAI CEO Altman calls GPT 5.5 an 'Autistic Genius.' Codex downloads surge 1397% to 90M while Claude Code drops 38%. Deep analysis of the developer migration driven by cost, performance, and UX.
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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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Deep Dives·2 min
AI Persona Distillation for Coding: Five Personalities Write Five Different Tetris Games
Using Claude Code with DeepSeek, persona distillation makes AI code as Kardashian, Musk, a Trisolaran, and Trump — proving personality settings dramatically change coding style and output.
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Tutorials·3 min
Open Design in Practice: A Complete Guide to the Open-Source AI Design Tool That Replaces Claude Design
Complete guide to Open Design: an open-source AI design tool replacing Claude Design. Covers installation, prototype creation, HTML-to-Next.js migration, and Harness component encapsulation.
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Tech Frontiers·1 min
Codex Mobile Remote Programming Tutorial: Set Up Coding from Anywhere in Three Steps
OpenAI Codex supports sending programming instructions from your phone to your computer remotely. Complete setup in three steps and code from anywhere during commutes, meetings, and more.
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Tutorials·2 min
Harness Engineering Explained: The Role Shift from Coder to AI Supervisor
Deep dive into Harness Engineering: how engineers shift from coders to AI supervisors. Learn to solve agent drift, feedback optimization, and build future-proof engineering skills.
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Tech Frontiers·3 min
OpenAI Leadership Shakeup as Greg Brockman Returns, Cerebras IPO Hits $67B Valuation, Open-Source Agents Dominate GitHub
OpenAI co-founder Greg Brockman takes over product strategy, Cerebras IPO hits $67B market cap, and open-source agents OpenHuman and OpenClack dominate GitHub as AI shifts from capability to deployment.
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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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Tutorials·3 min
Building an R Language AI Programming Workstation with Positron + Continue + DeepSeek
Step-by-step tutorial: Build an R language AI programming environment using Positron editor, Continue plugin, and DeepSeek models, covering installation, code autocomplete, and COSTAR prompt framework.
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Product Reviews·3 min
Manus Hands-On Review: How Does This AI Agent Perform on the DeepSeek Tech Stack?
Hands-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.
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Tutorials·3 min
3-in-1 Refill Tool: Unlimited Usage Solution for Kiro/Cursor/Windsurf
A refill tool integrating Kiro, Cursor, and Windsurf for unlimited AI coding assistant usage including Claude 4.5. Analysis of technical principles, methods, and potential risks.
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