#machine learning project structure
1325 related articles
·4 min
The Complete Beginner's Guide to Claude Code: Build and Deploy Apps with Zero Programming Experience
A complete guide to Claude Code from setup to deployment, covering Plan Mode, MCP connectors, reusable skills, CLAUDE.md project memory, and Vercel deployment — no coding experience needed.
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·3 min
Setting Up GitHub Actions CI for ESP32 Projects: Automated Testing on Every Push with AI
Learn how to set up GitHub Actions CI for ESP32 projects using AI. Leverage ESP-IDF's Linux native testing to automatically compile and run unit tests on every push.
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·4 min
Loop Engineering from Beginner to Expert: A Complete Guide to Agent Loop Development
A deep dive into Loop Engineering covering Agent Loop workflows, code implementation (While loops and Graph patterns), and how it differs from Prompt Engineering.
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·3 min
Building Tetris with Zero Coding Using Trae: A Complete AI Programming Walkthrough
A complete walkthrough of building Tetris from scratch using Trae AI IDE with zero coding, covering 4 rounds of iterative AI dialogue, bug fixes, and practical tips for AI-assisted programming.
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·3 min
Python Excel Automation in Practice: Data Filtering and Categorization with Pandas
Learn how to use Python Pandas to automate Excel data filtering and categorization. Core code is just 6-8 lines — handle massive datasets effortlessly.
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·4 min
Harness Engineering in Practice: Taming AI Agents with Hermes Agent
Deep dive into Harness Engineering: using the open-source Hermes Agent framework's four-layer memory system and Skill evolution to build controllable, evolvable AI agents.
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·3 min
The Complete Guide to OpenAI Codex CLI: From Installation and Configuration to Enterprise-Level Practice
In-depth guide to OpenAI Codex CLI: covering installation, agents.md design, multi-agent collaboration, MCP protocol integration, and a RAG customer service project.
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·4 min
Codex Hands-On Tutorial: From Installation and Configuration to Enterprise-Level Project Development
A complete guide to OpenAI Codex covering installation, CLI interaction, agents.md design, Rules governance, MCP protocol integration, and multi-agent collaboration, with a hands-on RAG customer service project.
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·2 min
Cursor Receives Investment from SpaceX and xAI — AI Coding Tools Enter a New Era of Computing Power
Anysphere, the company behind AI coding tool Cursor, secures investment from SpaceX and xAI, gaining world-class computing resources to reshape the AI coding landscape.
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·3 min
Deep Dive into Claude Code's Source Architecture: Harness Engineering and Seven Core Mechanisms
Deep analysis of Claude Code's leaked source architecture, covering TypeScript stack choices, Harness architecture's seven core mechanisms, tool call management, and context optimization.
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·4 min
Ponytail: The Lazy Philosophy That Teaches AI to Write 90% Less Code
Deep dive into how GitHub's trending project Ponytail uses YAGNI principles, NCP protocol, and declarative scheduling to constrain AI coding assistants, cutting 90% of redundant code.
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·3 min
How Wayfair Uses GPT Models to Process a Catalog of 40 Million Products
Deep dive into how Wayfair uses OpenAI GPT models for catalog enrichment across 40M SKUs, covering technical implementation, AI solutions for non-standardized product classification, and implications for e-commerce.
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·4 min
Five Essential Cursor Skills Every QA Engineer Needs: A Complete Breakdown
A detailed guide to five essential Cursor Skills for QA engineers: PRD analysis, test case generation, JMeter scripting, load test reports, and web automation.
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·4 min
AI Summoning Power: Insights and Practices from Zero-Code Game Development with AI
A creator with no coding experience built a complete game using only AI prompts. Explore AI summoning power, zero-code development, and what it means for PMs, developers, and everyone.
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·3 min
Claude Fable 5 Hands-On: Is Doubling the Tokens Worth It? A Rust Programming Comparison with Opus 4.8
Hands-on Rust project comparison of Claude Fable 5 vs Opus 4.8. Fable 5 uses 2x tokens for only marginal quality gains and has stability issues.
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·3 min
Replicating Slay the Spire with AI and Zero Code: A Complete Walkthrough from Architecture to Art
A Bilibili creator used Godot and AI tools to replicate Slay the Spire with zero hand-written code. Full walkthrough of architecture-first AI coding and batch art generation.
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·4 min
Claude Code Practical Guide: From Installation & Configuration to Production-Ready Business Projects
Complete guide to Claude Code + Opus setup via CCSwitch for unified model management. Real-world case: payment system built in 4 hours with zero hand-written code, covering installation, Prompt engineering, and model selection.
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·3 min
Claude Code Skills Mechanism Explained: On-Demand Loading for Token Savings and Better Performance
Deep dive into Claude Code's Skills mechanism: on-demand loading replaces bulk context dumping, cutting Token costs and boosting output quality with modular expertise.
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·3 min
5 Daily Claude Code Tips: Let AI Interrogate You Instead
5 daily Claude Code tips: Grill Me for requirements, Brainstorming for architecture, Writing Plan for execution, TDD for testing, and Debugging for precise fixes — a complete AI coding workflow.
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·3 min
DeepSeek Integration with InoProShop: A Complete Tutorial on AI-Generated PLC Code
A practical guide to integrating DeepSeek V4 Flash with InoProShop for AI-generated PLC code, covering cylinder jitter FB creation, ST code writing, and compilation.
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