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Tutorials
Codex Chat History Recovery Guide: Mig…
·3 min
Codex Chat History Recovery Guide: Migration Methods After API and Subscription Switching
Learn why Codex chat history disappears after switching between official subscriptions and third-party APIs, with step-by-step migration instructions for modifying session files and SQLite database.
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Tutorials
ChatGPT Codex Phone Verification Solut…
·3 min
ChatGPT Codex Phone Verification Solution (With SMS Platform Step-by-Step Guide)
Complete guide to solving ChatGPT Codex phone verification using the WooSIM SMS platform. Step-by-step tutorial covering overseas number acquisition, IP matching, and common pitfalls.
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Tutorials
Build a Claude Code Agentic OS in 3 St…
·3 min
Build a Claude Code Agentic OS in 3 Steps — Stop Using AI Like a Slot Machine
Learn how to transform Claude Code from a random prompting tool into a systematic Agentic OS through three layers: architecture, Obsidian memory, and an observability dashboard.
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Tech Frontiers·2 min
General-Purpose AI Model Cracks Major Open Problem in Mathematics: A Milestone Moment Has Arrived
OpenAI CEO Sam Altman announces a general-purpose AI model has solved a major open math problem. We analyze this milestone, the leap from specialized to general AI, and its implications for science.
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Industry Insights·2 min
What Problem Do You Most Want AI to Solve? A Deep Reflection on the Future Direction of AI
A simple tweet sparks wide discussion: What do you most want AI to solve? From healthcare to education equity and scientific research, exploring the shift from technology-driven to demand-driven AI.
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Tutorials
CLAUDE.md Configuration Guide: Write Y…
·2 min
CLAUDE.md Configuration Guide: Write Your Project Spec Using a Six-Section Structure
A detailed guide to configuring CLAUDE.md with a six-section structure covering project overview, features, tech stack, directory structure, code conventions, and constraints to boost AI coding efficiency.
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Tech Frontiers·2 min
OpenAI Codex Now Fully Supports Windows Development Workflows: A Deep Dive into Computer Use Capabilities
OpenAI Codex adds Windows Computer Use capabilities, enabling direct testing, debugging, and code review in Windows environments. ChatGPT mobile also supports remote Windows machine connections.
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Product Reviews
O3 vs Gemini 2.5 Pro vs Claude 3.7: Re…
·3 min
O3 vs Gemini 2.5 Pro vs Claude 3.7: Real-World AI Coding Ability Comparison
Real-world comparison of O3, Gemini 2.5 Pro, and Claude 3.7 coding abilities through snake battles, RL training, solar system simulation, and soccer game tasks.
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Industry Insights
Six Foundational Upgrades to Claude Co…
·3 min
Six Foundational Upgrades to Claude Code: AI Programming Moves from Lab to Industrial Scale
Anthropic's largest-ever foundational upgrade to Claude Code fixes six critical issues at once—terminal flickering, thinking freezes, cryptic errors, context deadlocks, unstable connections, and session crashes—shifting AI coding competition to the infrastructure layer.
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Product Reviews
ABCoder in Practice: A Demonstration o…
·3 min
ABCoder in Practice: A Demonstration of Solving AI Code Hallucination
A practical comparison using Hertz framework SSE services shows how ABCoder uses MCP protocol to let AI models consult real source code, solving LLM code hallucination problems.
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Tutorials
Harness Engineering Deep Dive: Multi-L…
·2 min
Harness Engineering Deep Dive: Multi-Level Memory and Multi-Agent Collaborative Development in Practice
Deep dive into Harness Engineering: deconstructing Claude Code's multi-level memory, defense-in-depth, Hermes Agent autonomous evolution, and multi-Agent collaboration for industrial-grade AI development.
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Tutorials
Claude Code /loop Command Explained: U…
·2 min
Claude Code /loop Command Explained: Usage, Limitations & Comparison of Three Scheduling Solutions
Deep dive into Claude Code's /loop command: how it works, usage methods, key limitations, and a side-by-side comparison with Scheduled Tasks and GitHub Actions.
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Tutorials
The Complete Process of Building an Ex…
·1 min
The Complete Process of Building an Excel File Management Tool with AI — Zero Code Written
An Excel designer built a file management tool without writing a single line of VBA code, using only AI conversations to implement directory scanning, file opening, and batch renaming.
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Research·3 min
MixupMP: How Data Augmentation Fixes the Uncertainty Quantification Flaws of Deep Ensembles
Deep dive into AISTATS 2024 paper MixupMP: revealing Deep Ensembles' fundamental UQ flaws and fixing them via Mixup augmentation and Martingale Posterior framework for better calibration and OOD detection.
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Product Reviews
Deep Dive into Cursor's Pay-Per-Use Re…
·3 min
Deep Dive into Cursor's Pay-Per-Use Refill Plan: Is Using Official Pro Accounts at 65% Off Reliable?
Deep analysis of Cursor's pay-per-use refill plugin: account rotation mechanism, tiered discounts, full model support, and objective assessment of compliance risks and data security concerns.
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Industry Insights
AI Fully Automated Orchestration in Pr…
·3 min
AI Fully Automated Orchestration in Practice: How Software Production Costs Are Being Completely Disrupted
Deep analysis of AI fully automated software orchestration: from Claude Code workflows to parallel orchestration strategies, exploring how models like MiniMax M1 drive software production costs toward zero.
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Product Reviews
Claude Opus 4.8 Hands-On: What Can You…
·2 min
Claude Opus 4.8 Hands-On: What Can You Build in One Hour?
Hands-on testing of Claude Opus 4.8's coding and creative abilities, including Mario game and Slay the Spire-style card game development, quota consumption, and real-world bug frequency.
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Tutorials
Multi-Model Hot-Swap Architecture: Swi…
·2 min
Multi-Model Hot-Swap Architecture: Switch AI Models at Minimal Cost
A complete guide to building a multi-model hot-swap architecture for production AI projects, covering abstraction layers, adapter patterns, visual configuration, and error-fixing workflows.
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Tutorials
AI + Jupyter Notebook: A Practical Met…
·3 min
AI + Jupyter Notebook: A Practical Method for Quickly Getting Started in Any STEM Subject
The hardest part of STEM is the gap between theory and practice. Learn how to use Jupyter Notebook with AI Coding Agents to auto-generate interactive tutorials for math, physics, statistics, and more.
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Industry Insights
Deep Dive into Three Major LLM Career …
·3 min
Deep Dive into Three Major LLM Career Paths: Requirements, Tech Stacks, and Career Prospects
Deep analysis of three core LLM roles—Application Engineer, Development Engineer, and Algorithm Engineer—covering technical requirements, salary thresholds, and career prospects including RAG, fine-tuning, and inference deployment.
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