#learning path
3309 related articles
·3 min
Codex in Action: From a One-Sentence Idea to a Playable 3D City Shooter — The Full Process
A detailed walkthrough of building a first-person 3D shooter from scratch with OpenAI Codex, covering project scoping, prototyping, modular city design, enemy AI, and iterative refinement.
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·2 min
RAG Recall Rate Optimization: A Full-Pipeline Funnel Engineering Breakdown from Data Ingestion to Reranking
How to fix low RAG recall? A systematic breakdown covering data ingestion, query processing, retrieval strategy, and reranking—including semantic chunking, HyDE, hybrid search, and Cross-Encoder reranking.
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·4 min
Loop Engineering Explained: Agent Loop Mechanisms and the New Paradigm of AI Agent Development
Deep dive into Loop Engineering: from Agent Loop principles and While loops to Graph structures, covering loop efficiency optimization and termination strategies for AI agent development.
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·2 min
Analyzing Mach's All-In Strategy: Can the Ambition of Doing Everything at Once Succeed?
Deep analysis of Mach founder Ethan Thornton's differentiated strategy. While most AI startups focus on one track, Mach goes all-in on multiple fronts simultaneously.
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·3 min
748-Episode AI Large Language Model Development Tutorial: Seven Core Modules from Zero to Project Deployment
Analysis of a 748-episode, 198-hour AI LLM development tutorial covering API integration, prompt engineering, RAG, AI Agents, fine-tuning, multimodal development, and deployment.
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·4 min
AI Agent Development: A Complete Six-Week Systematic Learning Roadmap
A systematic six-week learning roadmap for AI Agent development covering core architecture, ReAct paradigm, multi-agent collaboration, RAG integration, deployment, and hands-on projects.
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·3 min
The Complete Skill Map for AI Application Engineers: A Progressive Roadmap from Fundamentals to Production
A systematic breakdown of the complete skill structure for AI application engineers, covering Python & deep learning fundamentals, small model engineering, LLM fine-tuning, Agent development, and enterprise projects.
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·4 min
Is the 748-Episode AI Large Language Model Tutorial on Bilibili Worth Watching? A Full Breakdown of Content Structure and Study Tips
In-depth analysis of Bilibili's 748-episode AI LLM tutorial covering RAG, Agent, and fine-tuning. Includes content structure breakdown and practical study tips for beginners.
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·3 min
How to Write Prompts: Four Elements, Three Techniques, and Three Pitfalls Explained
Master prompt writing with the four-element framework (Role, Task, Requirements, Format), three techniques (few-shot, chain-of-thought, anti-hallucination), and avoid three common pitfalls for better AI results.
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·3 min
The Vibe Coding Trap: Why AI Only Gives You the Bare Minimum
The most common AI coding pitfall: ask for a BGM feature, get WAV-only support. Learn why AI defaults to minimum delivery and how to avoid it with multi-tool workflows.
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·2 min
OpenAI's New Research: Keeping AI Safe During High-Stakes Tasks
OpenAI's new research on "broadly and persistently beneficial" AI explores how to keep models safe in high-stakes scenarios beyond their training distribution.
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·3 min
OpenAI o3 Diagnoses Rare Childhood Diseases: A Deep Dive into the NEJM AI Study
OpenAI and Boston Children's Hospital published research in NEJM AI showing how the o3 Deep Research model helps clinicians diagnose previously unresolved rare childhood diseases.
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GPT-5.4 Powers a Drug Chemistry Projec…
·3 min
GPT-5.4 Powers a Drug Chemistry Project: A Complete Closed Loop from Literature Review to Experimental Validation
GPT-5.4 teams with Maria AI and automated labs to complete a full drug chemistry closed loop—from literature review and hypothesis generation to experimental validation.
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·3 min
GPT-5.6 Pro Hands-On Review: In-Depth Evaluation of Game Development, 3D Modeling, and SVG Design Capabilities
Comprehensive hands-on review of GPT-5.6 Pro covering SVG vector design, 3D modeling, game generation, and image-to-web conversion. Detailed analysis of breakthroughs in spatial understanding, code reasoning, and One-Shot generation.
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·3 min
Deep Dive into the 198-Page Codex Chinese Manual: A Complete Guide from Beginner to Advanced
Deep breakdown of ByteDance's internal 198-page Codex Chinese manual covering installation, Commands, MCP workflows, Skills templates, multi-Agent collaboration, and background task scheduling.
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·3 min
Trae AI Coding Tool: Complete Guide to Download, Installation, and Getting Started
Complete guide to ByteDance's Trae AI editor: core features, download & installation, Python setup, and AI chat coding. Free, Chinese-native, no VPN needed.
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·3 min
The Vibe Coding Four-Module Framework: A Complete Methodology from Fragmented Learning to Engineering Delivery
A deep dive into the Vibe Coding four-module framework: paradigm cognition, open-source customization, SDD, and project rules for real engineering delivery.
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·3 min
Full Walkthrough: Recreating Apple's AI Photo Reconstruction Feature with TRAE Work
A Bilibili creator uses TRAE Work AI Agent to recreate Apple's photo spatial reconstruction feature, covering research, cloud development, and multi-device collaboration.
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·4 min
Deep Dive into Pi Coding Agent: Why One Developer Abandoned Mainstream AI Tools to Build from Scratch
Veteran developer Mario Zechner dissects flaws in Cloud Code, OpenCode, and Cursor, then builds Pi — a minimalist coding Agent with just four tools and deep extensibility.
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·4 min
Building a Tide App Mini Program with Codex in 4 Sessions: A Hands-On AI Coding Agent Tutorial
Learn how to build a Tide App WeChat Mini Program in 4 sessions using OpenAI Codex AI coding Agent, covering agents.md setup, Plan Mode, domain config, and more.
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