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Knowledge Hub for
Experimentation & Development
Consider this your map and compass. A handpicked list of resources, datasets, and
foundational reads to guide your exploration into Artificial Intelligence.
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RAG Chunking Strategies for Enterprise: Boost Accuracy
A practical guide to RAG chunking strategies for enterprise deployments. Learn how to choose, test, and scale chunking to improve RAG accuracy and reduce hallucinations.
Guide
Sep 22, 2025
Self Host Flowise AI in 30 Minutes: Build Your Private AI Agent Platform
Learn how to Self Host Flowise AI in about 30 minutes and run a private AI agent platform locally or on a budget VPS. This beginner-friendly guide walks you through step-by-step setup, model connections, and RAG workflows so you can ship real apps privately.
Guide
Sep 16, 2025
Closure Tables in SQL: Master Hierarchical Data with Easy Subtree Queries
This post explains Closure Tables in SQL to model hierarchical data with a simple, scalable schema. Learn how to query all ancestors and descendants, manage depth, and safely move subtrees with practical examples.
Guide
Sep 15, 2025
n8n workers and queue mode: A Beginner-Friendly Guide to Scaling
This beginner-friendly guide explains n8n workers and queue mode, showing how Redis and PostgreSQL enable scalable, distributed workflows. Learn the core pieces, a copy-paste setup, and practical troubleshooting to grow without becoming a DevOps expert.
Guide
Sep 9, 2025
JSON Prompting for Beginners: A Practical 2025 Guide to Improve LLM Accuracy
Discover JSON Prompting for beginners with practical, copy-paste templates you can use today. Learn how to write JSON prompts, why you should use JSON prompts, and how to keep LLM consistency while reducing hallucinations.
Guide
Aug 26, 2025
Merge Node vs. Aggregate Node in n8n: A Detailed Comparison
Ever found yourself staring at two different streams of data in n8n, wondering how to combine them for use in a further workflow? You're not alone! Two of the most powerful, yet often confused, nodes for these tasks are the Merge node and the Aggregate node. This guide will break down exactly what each node does, when to use them, and how they can work together to supercharge your automations.
Guide
Aug 25, 2025
Why I Ditched Cloudinary for a Free, Self-Hosted in a Single click
A detailed guide for developers in the computer vision space on why a self-hosted image optimization solution like Thumbor can be a powerful and cost-effective alternative to managed services. This article covers Thumbor's features, architecture, and provides a one-click deployment guide for Railway.
Guide
Aug 15, 2025
Implementing RBAC: From Zero to Hero
A step-by-step guide for developers on building a secure and scalable Role-Based Access Control (RBAC) system in their web applications, from database schema to frontend implementation with code examples.
Guide
Jul 28, 2025
Easy Guide: How to Set Up Google OAuth2 for Self-Hosted n8n
Unlock the full power of your self-hosted n8n. Follow our detailed tutorial to configure Google OAuth2 and securely connect to Google APIs like Drive, Sheets, and Gmail.
Guide
Jul 26, 2025
How to Fix Your n8n Webhook URLs: The 1-Line Change
A simple guide for self-hosted n8n users explaining why their webhook URLs default to localhost and how to fix it permanently. Learn how to set the WEBHOOK_URL environment variable to get your automations working with external services like Google, Slack, and Stripe.
Guide
Jul 22, 2025
How to Connect Figma to GitHub Copilot: The 2-Minute Guide for Beginners
Tired of manually translating your Figma designs into code? This simple guide shows you how to connect Figma to GitHub Copilot in under two minutes using the Dev Mode MCP Server. Learn how to generate React, SwiftUI, and HTML directly from your designs, and get pro tips on structuring your files and writing prompts for insanely good results.
Guide
Jul 21, 2025
The Ultimate 2025 Guide to Self-Host the Latest Version of n8n Under $10/mo (Without NGINX) for Beginners
Discover how to self-host the latest version of n8n for less than $10 a month, no NGINX or advanced server setup required. This beginner-friendly guide walks you through deploying n8n on Railway, using your own domain or subdomain, and keeping costs low while maintaining full control over your automations.
Guide
Jul 8, 2025
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