Category
Tutorials
Expert engineering insights, practical implementation guides, and technical breakdowns.
Fine-Tuning DeepSeek-R1 Distill with Unsloth on Consumer GPUs: Complete Walkthrough
Step-by-step guide to fine-tuning DeepSeek-R1 Distill reasoning models on a single 16GB or 24GB GPU using Unsloth 2x faster kernels, QLoRA, and GGUF export.
How to Create AI Influencer Video Ads with ChatGPT & Google Flow: 3-Scene Visual Continuity Guide
Master step-by-step workflow for generating photorealistic AI characters in ChatGPT and directing 30-second multi-scene video ads in Google Flow with zero drift.
How to Create AI Influencer Presenters with ChatGPT & Google Flow Omni: Long-Form YouTube Guide
Step-by-step tutorial on rendering photorealistic AI character portraits with ChatGPT and generating continuous long-form YouTube presenter videos in Google Flow Omni.
NotebookLM Audio Overviews & Source Grounding Developer Tutorial
Learn how to build, customize, and steer Google NotebookLM Audio Overviews, synthesize multi-document knowledge graphs, and enforce strict source attribution.
How to Build Local Agentic RAG Workflows using LangGraph and Ollama
Step-by-step developer tutorial to build stateful agentic RAG workflows using LangGraph, Ollama, and ChromaDB locally without cloud API keys.
Deploying DeepSeek-OCR on Local GPUs for High-Volume Data Pipelines
Step-by-step tutorial to deploy DeepSeek-OCR locally on GPUs for document extraction. Includes context compression math, PyTorch pipelines, layout parsing, and Docker configs.
Model Context Protocol (MCP) Architecture and Production API Tutorial
Comprehensive developer tutorial on Model Context Protocol (MCP) architecture. Learn JSON-RPC schema transport over stdio/SSE, tool definition syntax, and Python implementation.
Running Qwen 3.5 27B on Consumer GPUs: VRAM Setup Guide
Hardware setup tutorial to run Qwen 3.5 27B locally on consumer GPUs. Includes INT4 GGUF quantization, FlashAttention-2 compilation, and multi-GPU tensor parallelism.
Running Flux.1 Local Image Generation on Consumer GPUs
Developer tutorial to run Flux.1 open diffusion models locally on consumer GPUs using ComfyUI. Covers Schnell vs Dev, NF4 quantization, 8GB VRAM offloading, and LoRA setup.
How to Run DeepSeek R1 Locally with Ollama: Complete Guide
Complete developer setup guide to run DeepSeek R1 locally using Ollama. Includes VRAM memory formulas, GGUF quantization comparisons, CLI integration, and ChromaDB Python code.
Optimizing KV Cache Utilization in vLLM Production Clusters
Production tutorial to optimize KV cache utilization in vLLM. Covers PagedAttention virtual memory mapping, memory fragmentation fixes, and prefix caching CLI configs.
Cloudflare Workers AI Code Mode: Building Edge Agents with Stateless MCP Handlers
Discover Cloudflare Workers AI Code Mode, replacing verbose JSON tool calling with programmatic executable code blocks for stateless MCP handlers.
Claude Code Troubleshooting Guide: Fixing OAuth Errors, Exit Code 2, and Rate Limits
A comprehensive troubleshooting guide resolving Claude Code CLI errors, including OAuth token refresh loops, exit code 2 script failures, and API rate limit freezes.
Authoring Custom Agent Skills and Packaging MCP Bundles (.mcpb) for IDE Integration
A step-by-step tutorial on building custom SKILL.md playbooks and packaging zero-dependency Model Context Protocol Bundles (.mcpb) for AI IDEs.
Claude Code Hooks Mastery: Automating PreToolUse, Guardrails, and Lifecycle Events
A complete guide to configuring synchronous shell hooks in settings.json, enforcing exit code 2 guardrails, and intercepting dangerous tool calls in Claude Code.
Cursor MCP Not Working: Troubleshooting Connection, Path, and JSON Configuration Errors
Fix Cursor Model Context Protocol (MCP) server issues, including failed connection statuses, missing node environment paths, and JSON syntax errors.
Building and Deploying Remote MCP Servers on Cloudflare Workers with Auth0 OAuth
Learn how to build, authenticate, and deploy stateless remote Model Context Protocol (MCP) servers on Cloudflare Workers using SDK v2 Streamable HTTP handlers and Auth0 OAuth2.
Google Gemini CLI Tutorial: Ingesting Multi-Repository Context and Terminal Workflows
Master Google Gemini CLI (@google/gemini-cli) for multi-repository codebase ingestion, PDF system architecture parsing, and terminal developer workflows.
MCP Authentication Errors: Resolving 401 Unauthorized, Expired Bearer Tokens, and Auth0 Scopes
A complete troubleshooting guide for diagnosing and fixing Model Context Protocol (MCP) HTTP authentication errors, 401 Unauthorized responses, and OAuth token expiration.
Securing Remote Model Context Protocol (MCP) Infrastructures with Auth0 and Cloudflare Wrangler
A comprehensive security blueprint for securing remote HTTP MCP server endpoints using Auth0 OAuth2 access token verification and Cloudflare Wrangler encrypted secrets.
vLLM CUDA Out of Memory (OOM): Fixes for max_model_len, gpu_memory_utilization, and PagedAttention
Resolve vLLM CUDA Out of Memory errors when serving DeepSeek R1 and Llama models using VRAM allocation flags, KV cache quantization, and tensor parallelism.
How to Build a Custom MCP Server in TypeScript
A complete, step-by-step developer tutorial on how to build, test, and deploy a custom Model Context Protocol (MCP) server from scratch using TypeScript.
How to Deploy DeepSeek R1 on AWS using vLLM
A comprehensive infrastructure guide on deploying the DeepSeek R1 open-weight model on AWS using EC2, vLLM, and Docker for high-throughput enterprise inference.
The Complete Gemini API Developer Guide (2026)
Master the Google Gemini API with this comprehensive tutorial. Learn how to structure API payloads, handle multimodal inputs, implement function calling, and manage API keys securely.
How to Analyze Meta Tags for SEO: Step-by-Step Tutorial
Learn how to systematically audit HTML title tags, meta descriptions, canonical URLs, and OpenGraph social cards to maximize search visibility and click-through rates.
How to Integrate MCP Server in VS Code & Cursor
A comprehensive guide on integrating the Model Context Protocol (MCP) server into your VS Code and Cursor environments to supercharge your AI workflows.
How to Integrate MCP Servers with Claude Desktop
A comprehensive developer guide to configuring and integrating the Model Context Protocol (MCP) with the Claude Desktop app. Learn how to expose local tools, debug connection issues, and build your AI engineering workflows.
The Ultimate vLLM Deployment Guide (2026)
Learn how to deploy and scale open-source LLMs using vLLM. Master PagedAttention, continuous batching, and GPU VRAM optimization for production AI inference.
Gemini AI Photo Generator: How to Generate Images with Gemini (2026 Guide)
Master prompt engineering, style parameters, aspect ratios, and Imagen 3 integration for generating high-resolution photos with Google Gemini.
Gemini API Examples for JavaScript & Node.js (2026 Developer Guide)
TypeScript and Node.js code examples using @google/genai for streaming chat sessions, structured Zod JSON outputs, and function calling.
Gemini API Key Not Working? How to Fix 403, 429 & Quota Errors
Troubleshooting guide for fixing common Google Gemini API errors including API Key Not Found, 403 Forbidden, 429 Rate Limit, and INVALID_ARGUMENT.
Gemini API Examples for Python: Complete Developer Guide (2026)
Hands-on Python code samples for text generation, structured JSON outputs, image vision parsing, and streaming responses with the Google Gen AI SDK.
Google Flow AI Video Generation Guide (2026 Tutorial & Workflow)
Learn how to use Google Flow for AI video generation, pre-production storyboarding, Veo model integration, and cinematic camera prompts.
Gemini CLI Complete Setup & Command Guide (2026 Developer Tutorial)
Learn how to install, configure, and automate your terminal workflows with Gemini CLI on Windows, macOS, and Linux.
Claude Desktop Download & Setup Guide: Installation, MCP Tools & Permissions
A complete guide to downloading, installing, and configuring Anthropic's Claude Desktop application on macOS and Windows, including local file permissions and MCP integration.
Claude Code Cheat Sheet 2026: Commands, Keyboard Shortcuts, CLI Flags & Custom Skills
The definitive 2026 Claude Code CLI cheat sheet. Includes every keyboard shortcut, slash command, CLI automation flag, CLAUDE.md config, MCP server setup, and background agent workflow.
How to Build Custom Claude Code Skills & Subagents (Developer Guide)
A step-by-step tutorial on authoring custom skills, slash commands, and subagents for Claude Code CLI using SKILL.md, AGENT.md, and the Claude Agent SDK.
How to Install and Set Up Claude Code CLI (Step-by-Step Developer Guide)
The definitive cross-platform guide to installing, configuring, and authenticating Anthropic's Claude Code CLI tool across macOS, Linux, and WSL.
How to Use Gemini Canvas: Google's AI Workspace for Writing and Coding
A hands-on tutorial for using Gemini Canvas — Google's collaborative workspace for real-time document editing, code generation, and interactive prototyping with AI assistance.
How to Use Gemini Notebook (Formerly NotebookLM): Complete 2026 Tutorial
A step-by-step tutorial for using Google's rebranded Gemini Notebook — from setting up your first notebook to executing code in the secure cloud computer, generating PPTX presentations, and syncing across Google Search.
How to Install and Run Claude Code CLI on Windows (PowerShell & WSL2 Guide)
A complete step-by-step tutorial for developers to install, configure, and troubleshoot Anthropic's Claude Code CLI tool natively on Windows PowerShell and inside WSL2.
Fixing vLLM Out Of Memory (OOM) Errors: KV Cache & Memory Tuning
A developer troubleshooting guide to resolving torch.cuda.OutOfMemoryError and tuning gpu_memory_utilization in vLLM deployments.
Step-by-Step: Generating Support-Free 3D Models with Kimi K3
A developer tutorial on generating support-free physical 3D models and mechanical assemblies using Kimi K3's scripting capabilities.
How to Use Google Flow Storyboard Studio: Script Uploads, Custom Characters & Scenes
A step-by-step tutorial on importing scripts, uploading custom character reference images, inserting scenes, and locking visual consistency in Google Flow.
Google Flow Storyboard Studio Guide: Missing Script Fix & Troubleshooting (2026)
A complete guide to Google Flow Storyboard Studio in Google Labs, featuring solutions for missing scripts, blank panels, WebGL render bugs, and tool navigation.
Step-by-Step Tutorial: Setting Up the YouTube Automation Agent
A tutorial outlining how to clone, configure, and run the multi-agent YouTube Automation Agent using SQLite and Python.
The Developer's Guide to GPT-5.6 Autonomous Agent Orchestration
Learn how to build, deploy, and monitor agent loops using GPT-5.6's Soul flagship capabilities, model tiers, and tool-calling sandboxes.
How to Deploy Instatic CMS on a VPS Using Docker Compose
Learn step-by-step how to deploy the open-source self-hosted Instatic CMS on a Virtual Private Server (VPS) using Docker Compose and SQLite.
Instatic Visual CMS: Video Walkthrough and Overview
Watch a comprehensive video walkthrough of Instatic CMS, exploring its multi-breakpoint canvas, CSS token compiler, and SQLite database engine.
Video Walkthrough: Local Setup and HTML Importer Mechanics in Instatic
Watch a video setup guide for Instatic CMS, walking through powershell commands, Bun installation, SQLite backend configuration, and importing layout files.
How to Install and Set Up Instatic CMS Locally
A complete step-by-step developer's guide to cloning, installing Bun, and running Instatic CMS locally on Windows, macOS, or Linux.
