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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.
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
Fine-Tuning LLM Agents: Memory-Based Optimization Without Retraining
Explore how to fine-tune LLM agents without retraining weights, using memory, retrieval, and tools. Learn to finetune agents with a practical 90-minute workflow inspired by Memento, boosting performance on new tasks.
Newsletter
Sep 12, 2025
Why Do LLMs Hallucinate? A Beginner’s Guide to Safer AI
This beginner-friendly guide explains why LLMs hallucination happens and how to curb it with grounding, careful prompts, and RAG. Learn to spot errors and keep your AI outputs accurate.
Blog
Sep 11, 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
GraphQL vs REST: Choosing the Right API for Your Project (Beginner-Friendly Guide)
This beginner-friendly guide on GraphQL vs REST explains how to choose between graphql and rest and when each is the better fit. It covers over-fetching vs under-fetching, performance tips, and practical examples to answer whether GraphQL is faster than REST. Use this quick intro to pick the right API for your project.
Blog
Sep 9, 2025
EmbeddingGemma for Beginners: Private On-Device Search & RAG
This beginner-friendly guide shows how EmbeddingGemma enables private, on-device search and offline RAG. Even with a 308M Parameter model, index your documents and run fast, offline queries on a laptop or phone.
Newsletter
Sep 7, 2025
Redis for Caching: The Beginner’s Guide in 5 Simple Steps
Beginner-friendly, step-by-step guide to using Redis for caching. Learn cache-aside patterns, TTLs, and practical copy-paste examples to speed up your app today.
Blog
Sep 6, 2025
DNS Records Explained for Beginners: A 2025 Guide to Domains, Nameservers, and Email Routing
DNS Records Explained for Beginners walks you through A, MX, CNAME, DMARC and more in plain English. This guide uses simple analogies and practical steps to help you manage domains, nameservers, and email routing with confidence.
Blog
Sep 4, 2025
Beyond the Hype: Vector Search Limitations and What To Do Instead
This beginner-friendly guide explains Vector Search Limitations, where it shines and where it breaks. It offers practical, ready-to-use strategies—hybrid search, reranking, and smarter embeddings—to avoid slow vector search and inaccurate RAG results.
Blog
Aug 31, 2025
Git Rebase vs Git Merge: A Beginner's Guide to the Right Workflow
This beginner's guide explains git rebase vs git merge in plain English, with practical examples and practice. Learn when to rebase, when to merge, and how to resolve conflicts for a clean, linear history.
Blog
Aug 31, 2025
GPT Realtime and the OpenAI Realtime API: Voice Agents That Feel Human
GPT Realtime (gpt-realtime) is OpenAI's voice-first model that delivers low-latency, human-sounding voice agents. This post explains how the Realtime API works, its multimodal capabilities (including image input and tool calls), and how to start a quick pilot with your stack.
Newsletter
Aug 29, 2025
Mastering LLM Temperature: Control Creativity Without Losing the Plot (2025)
Learn how LLM Temperature shapes temperature creativity and coherence. This guide explains how to use temperature, top-p, and sampling to balance precision and imagination, with practical presets for precise, balanced, and creative writing.
Blog
Aug 28, 2025
Nano Banana Hype: AI Image Editing That Feels Like a Conversation
Explore the nano banana hype and how this AI-driven tool handles text-to-image and text-to-edit tasks in seconds. Often associated with Gemini 2.5 image flash, it emphasizes identity preservation and conversational edits for image editing with ai.
Blog
Aug 27, 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
AI Watermarking for Beginners: The Ultimate Guide
AI Watermarking embeds invisible signals into content as it's created, detectable later with a secret key. This beginner-friendly guide explains what it is, why it matters, and how you can try it yourself.
Blog
Aug 24, 2025
Em Dash AI Myth: Why em dash ai Isn't AI-Written
An accessible explainer that debunks the em dash ai myth and shows how to use em dashes correctly. It covers typing em dashes on Windows and Mac, plus practical tips to remove em dashes from AI answers without losing meaning.
Blog
Aug 23, 2025
HTTP vs HTTPS: A Beginner's Guide to Secure Web Protocols
Discover the difference between HTTP and HTTPS, what HTTPS means for security, and how TLS and certificates protect your data. This beginner-friendly guide explains secure web protocols and practical steps to switch your site to HTTPS.
Blog
Aug 22, 2025
Transform Your SEO Strategy with LLMs: A Beginner’s Guide
This beginner-friendly guide shows you how to adapt classic SEO for LLM-powered answers. Learn practical steps to appear in AI answers, keep rankings strong, and turn visibility into revenue.
Blog
Aug 21, 2025
Chain of Thought Reasoning a mirage: A Beginner-friendly Guide to What Works (and What Breaks)
Is Chain of Thought Reasoning a mirage? This beginner-friendly guide explains what CoT can do, where it falters, and how to test and harden AI systems with practical steps.
Blog
Aug 20, 2025
Learn LangSmith: The Ultimate Zero-to-Production Guide (2025 Edition)
This beginner-friendly guide takes you from zero to production with LangSmith, covering tracing, evals, LLM observability, and monitoring. Learn to observe, debug, and ship reliable AI apps with copy-paste code and plain-language explanations.
Blog
Aug 19, 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
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