The Kingy AI Learning Center
AI Guides
Practical AI tutorials, playbooks, comparisons, workflows, and courses designed to help you learn, build, and deploy AI more effectively.
Learn AI · Choose a starting point
Choose one thing to learn
Start with the result you want. Follow one path, complete a small task and check what you made.
Build your first app
Begin with a small calculator, then choose a course for the builder or skill you want to learn.
Before you start: A browser and a small task to practise. The starter uses example data.
Start the app-building pathWork toward: A working starter and a record of what you checked.
Continue this path
The beginner build, full curriculum and specialization guide serve different stages. Choose the stage you need.
Use AI at work
Start with one daily workflow, then continue into owner-level planning or Microsoft Copilot.
Before you start: One repeated task and fictional or non-sensitive practice material.
Start the work learning pathWork toward: A workflow draft with a human review step and a checkable result.
Continue this path
- Plan an owner-level business system
- Copilot: identify your account and try one task
- Then follow the Copilot course
Business Operator is the shared starting point. Small Business adds owner-level planning; Copilot is a product-specific branch.
Make an AI video
Learn the production steps, then use the existing video project to plan and check a result.
Before you start: A video idea and an audience. Check vendor costs before generating.
Start the video courseWork toward: A production plan and a project with explicit completion checks.
Continue this path
The course teaches the process. The project keeps the brief, tool outputs and checks together.
Choose and run a local setup
Check the workload, cost route and hardware fit before choosing a local model.
Before you start: Your device specifications and one task you want the model to perform.
Start the setup pathWork toward: A setup shortlist and a first test to perform.
Continue this path
This is a guided setup path. Estimates and hardware fit are planning inputs, not completed performance tests.
Latest Guides
New tutorials, comparisons, and workflows to help you put AI to work.
How to Create AI Explainer Videos With Astra, Sol 6.1, Fable and Opus
Create clear AI explainer videos with Astra, Sol 6.1, Fable and Opus. A practical workflow, worked storyboard, verified prices and copyable prompts.
I Asked an AI Coding Agent to Build a Working V8 Cutaway. Here’s What It Got Right
See what an AI coding agent built, what failed, and how Kingy tested an interactive V8 cutaway before publication.
How Kingy Tests AI Video Generators for Product Demos
Kingy AI testing methodology · Planned pilot A cheap generation is not cheap if the product changes shape, the label falls apart,…
OpenCode + Local LLMs: Build, Test, and Safely Operate a Local AI Coding Agent
A tested OpenCode 1 and Ollama guide covering local-model setup, hardware, permissions, privacy verification, failure modes and local-versus-cloud benchmarking.
How to Run MiniMax H3 Locally: ComfyUI, Diffusers, SGLang, vLLM and Hardware
MiniMax H3 local installation guide comparing ComfyUI, Diffusers, SGLang, vLLM-Omni, cloud and hosted routes, with verified hardware tiers, download sizes and a prominent license warning.
How to Run MiniMax H3 Locally in ComfyUI: Complete Setup Guide
MiniMax H3 runs locally through three official ComfyUI workflows, but the correct files occupy 42.47 GB before the separate R2V checkpoint. This guide explains the exact installation, settings, hardware evidence and OOM fixes without inventing benchmark results.
Featured Guides
Start with a course, learn a workflow, or compare tools for your next project.
Start Here
Start Here: Microsoft Copilot
Start with ten beginner lessons and learn how to use Microsoft Copilot for everyday work.
Start Here
The Complete Guide to Token Budgeting: How to Choose the Right AI Model for Every Task
A practical, source-backed guide to token budgeting: how to choose the right AI model for each task based on cost, quality, latency, context, reasoning…
AI Agents
AI Agents for Beginners: Build Your First AI Worker Without Coding
Design a focused AI worker, write its instructions, test the results, and decide what needs human review.
AI Coding
AI Loop Engineering for Beginners
Learn a repeatable cycle for planning, running, checking, and improving work with AI agents.
AI Coding
Codex Zero to Hero
A complete Codex learning path for agentic coding workflows, GitHub, Vercel, WordPress, CLI workflows, cloud tasks, safety checks, and project delivery.
AI Models
Best Open-Source AI Models: Specs, Benchmarks, Hardware Requirements, and When to Use Each
A practical Kingy.ai guide to open-source and open-weight AI models: which models to use, how they compare, what hardware they need, and when local or…
AI Video
Best AI Video Generator in 2026: Which Model Should You Actually Use?
A practical buyer’s guide to the best AI video generators in 2026, with model-by-model verdicts, pricing notes, workflow playbooks, benchmarks, and…
AI Video
AI Video Production Course for Beginners
Turn an idea into a script, shot list, AI clips, voiceover, and finished video.
AI Business
AI Business Operator Academy: Beginner AI Business Workflow Course
Learn how to use AI to run real business workflows across daily work, research, content, marketing, sales, customer support, data, reporting, SOPs, and…
AI Business
The AI Product Demo Playbook: How to Turn Complicated AI Tools Into Clear, Clickable Demos
Practical AI product demo guide for founders and marketers: explain complex AI tools, record better demos, launch clearly, and help creators cover you.
AI Tool Buyer's Guides
Best AI Fundraising Tools for Startups: The Complete Founder’s Guide
Compare the best AI fundraising tools for startups, including investor research, pitch decks, investor CRM, outreach, data rooms, financial models, cap…
AI Tool Buyer's Guides
Best AI App Builders for Beginners: Lovable, Replit, Base44, Bolt, Softr, Bubble, Retool, and Zapier
Compare beginner app builders and choose a starting point for the app you want to make.
Build With AI
How to Build an AI Tool Directory
Plan an AI tool directory with useful categories, clear tool information, and routes that help readers choose.
Build With AI
How to Build AI Tools for WordPress
Learn how to scope and build an AI tool for a WordPress site.
Build With AI
How to Build a Landing Page With AI
Plan and build a landing page with AI, from the offer and page copy to the finished layout.
Build With AI
How to Build a Lead Magnet With AI
Create a useful lead magnet with AI and connect it to a clear signup offer.
AI Search
AI Search Visibility Course for Beginners
Learn how to make your product and content easier to find through AI search.
AI Agents
How to Use ChatGPT: The Complete Beginner-to-Expert Course
Learn to use ChatGPT for prompts, files, images, research, data analysis, and everyday workflows.
AI Agents
AI Browser Agents for Beginners: Use AI Websites Safely – Full Course
Learn how AI browser agents work, what they are good for, when not to use them, and how to stay safe with checklists, prompt templates, approval gates,…
AI Business
AI for Small Business Owners: Build Your First AI Operating System
A practical flagship Kingy AI course for small business owners who want to build an AI operating system for marketing, leads, reviews, customer…
Start Here
Foundational guides for learning the basics and building confidence before going deeper.
Start Here
Start Here: Microsoft Copilot
Start with ten beginner lessons and learn how to use Microsoft Copilot for everyday work.
Start Here
The Complete Guide to Token Budgeting: How to Choose the Right AI Model for Every Task
A practical, source-backed guide to token budgeting: how to choose the right AI model for each task based on cost, quality, latency, context, reasoning…
Start Here
AI Agents for Beginners: Build Your First AI Worker Without Coding
Design a focused AI worker, write its instructions, test the results, and decide what needs human review.
Start Here
AI Loop Engineering for Beginners
Learn a repeatable cycle for planning, running, checking, and improving work with AI agents.
Start Here
Codex for Beginners: Learn AI Coding Agents from Scratch
A beginner-friendly Codex guide covering plain-English concepts, safe prompts, review habits, first projects, and practical AI coding workflows.
Start Here
AI Browser Agents for Beginners: Use AI Websites Safely – Full Course
Learn how AI browser agents work, what they are good for, when not to use them, and how to stay safe with checklists, prompt templates, approval gates,…
Start Here
How to Use ChatGPT: The Complete Beginner-to-Expert Course
Learn to use ChatGPT for prompts, files, images, research, data analysis, and everyday workflows.
Start Here
Inside OpenAI Academy: A Free guide to Cutting-Edge AI Courses
A Quiet Revolution in AI Education OpenAI has taken a bold step by launching a learning initiative that aims to bring artificial intelligence (AI)…
AI Agents
Agent guides, workflows, comparisons, safety notes, and practical use cases.
AI Agents
AI Agents for Beginners: Build Your First AI Worker Without Coding
Design a focused AI worker, write its instructions, test the results, and decide what needs human review.
AI Agents
AI Browser Agents for Beginners: Use AI Websites Safely – Full Course
Learn how AI browser agents work, what they are good for, when not to use them, and how to stay safe with checklists, prompt templates, approval gates,…
AI Agents
How Kingy AI Explained AI Coding Agent Benchmark
Campaign breakdown How Kingy AI Explained AI Coding Agent Benchmark Demo angle, category fit, and sponsor takeaways for AI agents. This is not a…
AI Agents
How to Use ChatGPT: The Complete Beginner-to-Expert Course
Learn to use ChatGPT for prompts, files, images, research, data analysis, and everyday workflows.
AI Agents
Codex for Beginners: Learn AI Coding Agents from Scratch
A beginner-friendly Codex guide covering plain-English concepts, safe prompts, review habits, first projects, and practical AI coding workflows.
AI Agents
Codex Zero to Hero
A complete Codex learning path for agentic coding workflows, GitHub, Vercel, WordPress, CLI workflows, cloud tasks, safety checks, and project delivery.
AI Agents
OpenAI Codex vs Anthropic Claude Code (2026): The Definitive Agentic Coding Comparison
A side-by-side coding-agent comparison for builders choosing between Codex and Claude Code for real development workflows.
AI Agents
Microsoft Copilot – Zero To Hero
Learn Microsoft Copilot through practical lessons on prompts, workplace tasks, agents, and automation.
AI Coding
Codex, Claude Code, Cursor, Windsurf, coding agents, vibe coding, and developer workflows.
AI Coding
Codex Zero to Hero
A complete Codex learning path for agentic coding workflows, GitHub, Vercel, WordPress, CLI workflows, cloud tasks, safety checks, and project delivery.
AI Coding
Codex for Beginners: Learn AI Coding Agents from Scratch
A beginner-friendly Codex guide covering plain-English concepts, safe prompts, review habits, first projects, and practical AI coding workflows.
AI Coding
AI Loop Engineering for Beginners
Learn a repeatable cycle for planning, running, checking, and improving work with AI agents.
AI Coding
OpenAI Codex vs Anthropic Claude Code (2026): The Definitive Agentic Coding Comparison
A side-by-side coding-agent comparison for builders choosing between Codex and Claude Code for real development workflows.
AI Coding
Codex vs. Claude Code vs. Cursor: The Definitive 2026 Guide
A practical buyer-style comparison of three AI coding workflows, with guidance on which tool fits different developer and team needs.
AI Coding
OpenAI Sites: A Detailed Guide to Codex’s New Hosted Website and App Builder
A detailed Codex guide explaining hosted Sites, app builder workflows, deployment behavior, and where the feature fits for builders.
AI Coding
How to Build AI Tools for WordPress
Learn how to scope and build an AI tool for a WordPress site.
AI Coding
Best AI App Builders for Beginners: Lovable, Replit, Base44, Bolt, Softr, Bubble, Retool, and Zapier
Compare beginner app builders and choose a starting point for the app you want to make.
AI Models
Benchmark-focused and educational model explainers, comparisons, and open-weight model guides.
AI Models
Best Open-Source AI Models: Specs, Benchmarks, Hardware Requirements, and When to Use Each
A practical Kingy.ai guide to open-source and open-weight AI models: which models to use, how they compare, what hardware they need, and when local or…
AI Models
Sakana Fugu Benchmarks: Specs, Evals, and How It Compares to Open-Source AI Models
Fast answer: Sakana Fugu is best understood as a managed multi-agent orchestration system exposed through one model API. It is not the same thing as…
AI Models
DeepSeek V4: A Deep Dive into the Open-Weight Frontier Model Rewriting the Economics of Million-Token Context
A practical briefing on what launched, how it performs, what it costs, and how to actually use it. DeepSeek’s new V4 family is the most consequential…
AI Models
AI Search Visibility Calculator: Score Your AI Product for ChatGPT, Perplexity, Gemini & Google AI
Use this free AI Search Visibility Calculator to estimate how discoverable your AI product is across Google AI Overviews, ChatGPT, Perplexity, Gemini,…
AI Models
Kimi K2.7 Code Released: Benchmarks, Specs, and How It Compares
Kimi K2.7 Code benchmark results, specifications, API pricing, coding-agent evals, and comparisons with Kimi K2.6, GPT-5.5, Claude Opus 4.8,…
AI Models
Claude Fable 5 vs GPT-5.5: Which Model Wins?
Claude Fable 5 vs GPT-5.5 compared on specs, benchmarks, pricing, speed, safety, coding, writing, and real-world use cases.
AI Models
Claude Mythos Preview vs. GPT‑5.5: A Benchmark‑by‑Benchmark Showdown Between the Two Most Important Frontier Models of April 2026
Every number in this article is sourced directly from Anthropic’s and OpenAI’s own publications, or from third‑party analyses that quote them. Where…
AI Models
OpenAI’s GPT-OSS-120B and GPT-OSS-20B Review: Complete Benchmark Analysis and Open Source Model Comparison 2025
TL;DR OpenAI’s two new open-source models—the GPT‑OSS‑120B and GPT‑OSS‑20B—represent a bold shift toward democratizing artificial intelligence by…
AI Video
AI filmmaking, video models, production workflows, and creative tool guides.
AI Video
Best AI Video Generator in 2026: Which Model Should You Actually Use?
A practical buyer’s guide to the best AI video generators in 2026, with model-by-model verdicts, pricing notes, workflow playbooks, benchmarks, and…
AI Video
AI Video Production Course for Beginners
Turn an idea into a script, shot list, AI clips, voiceover, and finished video.
AI Video
Artlist Studio Review and Buyer’s Guide: Is Artlist’s AI Production Platform Worth It?
Artlist Studio is best understood as Artlist’s attempt to solve a problem that every modern video creator feels: production workflows have become…
AI Video
How to Turn Any Product Image Into a Cinematic AI Video
If you want to turn any product image into a cinematic AI video, the biggest mistake is asking the model to “make it cinematic” and hoping for the…
AI Video
Kling 3.0 Review: A Serious Step Toward AI Video as a Production System
Kling 3.0 is not best understood as “another text-to-video model.” Based on Kling’s official documentation, its homepage, and the transcript from the…
AI Video
ACE Studio Review: The All-In-One AI Music Studio That Just Learned to Score Video
When you’ve spent enough time as a video editor or filmmaker, you know there’s one part of the workflow that eats hours no matter how organized you…
AI Video
Vidu AI Review 2025 – The AI Video Generator That’s Changing Everything
Is This the Best AI Video Tool on the Market Right Now? If you’ve been paying attention to the AI video generation space lately, you’ve probably…
AI Video
How Kingy AI Explained CapCut
Campaign breakdown How Kingy AI Explained CapCut Demo angle, category fit, and sponsor takeaways for AI video. This is not a private-results case…
AI Business
Marketing, distribution, sponsorships, startup growth, founder workflows, and business playbooks.
AI Business
AI Business Operator Academy: Beginner AI Business Workflow Course
Learn how to use AI to run real business workflows across daily work, research, content, marketing, sales, customer support, data, reporting, SOPs, and…
AI Business
The AI Product Demo Playbook: How to Turn Complicated AI Tools Into Clear, Clickable Demos
Practical AI product demo guide for founders and marketers: explain complex AI tools, record better demos, launch clearly, and help creators cover you.
AI Business
AI for Small Business Owners: Build Your First AI Operating System
A practical flagship Kingy AI course for small business owners who want to build an AI operating system for marketing, leads, reviews, customer…
AI Business
How to Build a Lead Magnet With AI
Create a useful lead magnet with AI and connect it to a clear signup offer.
AI Business
How to Build a Landing Page With AI
Plan and build a landing page with AI, from the offer and page copy to the finished layout.
AI Business
Best AI Fundraising Tools for Startups: The Complete Founder’s Guide
Compare the best AI fundraising tools for startups, including investor research, pitch decks, investor CRM, outreach, data rooms, financial models, cap…
AI Business
Creator Sponsorship Benchmarks for AI Tools: Trends, Formats, Pricing, and Measurement Playbooks
A practical, cited benchmark report for AI marketers buying creator distribution — built to reduce measurement uncertainty and accelerate internal…
AI Business
Build Your AI Workflow Stack: Find the Best AI Tools for Your Job, Budget, and Skill Level
Build an AI tool shortlist for your job, budget, skill level, and workflow.
AI Tool Buyer's Guides
Buyer guides and comparisons for choosing practical AI tools by job, budget, and workflow.
AI Tool Buyer's Guides
Best AI Fundraising Tools for Startups: The Complete Founder’s Guide
Compare the best AI fundraising tools for startups, including investor research, pitch decks, investor CRM, outreach, data rooms, financial models, cap…
AI Tool Buyer's Guides
Lovable vs Replit vs Bolt vs Bubble vs Softr
Compare Lovable, Replit, Bolt, Bubble, and Softr against the app you want to build.
AI Tool Buyer's Guides
Best AI App Builders for Beginners
Choose a beginner app builder for a landing page, database, or other first project.
AI Tool Buyer's Guides
Best AI App Builders for Beginners: Lovable, Replit, Base44, Bolt, Softr, Bubble, Retool, and Zapier
Compare beginner app builders and choose a starting point for the app you want to make.
AI Tool Buyer's Guides
Build Your AI Workflow Stack: Find the Best AI Tools for Your Job, Budget, and Skill Level
Build an AI tool shortlist for your job, budget, skill level, and workflow.
AI Tool Buyer's Guides
The AI Stack Audit Guide: How to Choose the Right AI Tools, Cut Waste, and Build a Smarter AI Workflow
Audit your AI tools, cut subscription waste, pick the right models, and build a smarter AI workflow without paying for clutter.
AI Tool Buyer's Guides
Best AI Video Generator in 2026: Which Model Should You Actually Use?
A practical buyer’s guide to the best AI video generators in 2026, with model-by-model verdicts, pricing notes, workflow playbooks, benchmarks, and…
AI Tool Buyer's Guides
Artlist Studio Review and Buyer’s Guide: Is Artlist’s AI Production Platform Worth It?
Artlist Studio is best understood as Artlist’s attempt to solve a problem that every modern video creator feels: production workflows have become…
Courses
Structured learning tracks and academy hubs for deeper AI skill development.
Courses
Microsoft Copilot – Zero To Hero
Learn Microsoft Copilot through practical lessons on prompts, workplace tasks, agents, and automation.
Courses
Codex Zero to Hero
A complete Codex learning path for agentic coding workflows, GitHub, Vercel, WordPress, CLI workflows, cloud tasks, safety checks, and project delivery.
Courses
AI Loop Engineering for Beginners
Learn a repeatable cycle for planning, running, checking, and improving work with AI agents.
Courses
AI Video Production Course for Beginners
Turn an idea into a script, shot list, AI clips, voiceover, and finished video.
Courses
AI Business Operator Academy: Beginner AI Business Workflow Course
Learn how to use AI to run real business workflows across daily work, research, content, marketing, sales, customer support, data, reporting, SOPs, and…
Courses
AI Agents for Beginners: Build Your First AI Worker Without Coding
Design a focused AI worker, write its instructions, test the results, and decide what needs human review.
Courses
AI Search Visibility Course for Beginners
Learn how to make your product and content easier to find through AI search.
Courses
How to Use ChatGPT: The Complete Beginner-to-Expert Course
Learn to use ChatGPT for prompts, files, images, research, data analysis, and everyday workflows.
Most Popular Guides
Ranked from Koko Analytics pageviews for May 27, 2026 – June 24, 2026, then filtered for guide, benchmark, comparison, explainer, or tutorial intent.
Koko #4 · 946 pageviews
Usage-Based Billing, No Flat Rate: Why Anthropic’s 2026 Pricing Shift Changes Everything for Enterprise Claude Users
A pricing explainer for Claude users, with practical context on what changed, why it matters, and what teams may actually pay in 2026.
Koko #6 · 786 pageviews
Rio 3.5 Open 397B: A Serious Open Model Release, Or A Benchmark Claim In Need Of An Audit?
A benchmark-focused model audit that examines specs, reasoning claims, and how Rio 3.5 Open 397B compares with other frontier and open models.
Koko #8 · 541 pageviews
Kimi K2.7 Code Released: Benchmarks, Specs, and How It Compares
A practical model guide covering Kimi K2.7 Code benchmark results, API pricing, coding-agent evals, and comparisons with leading coding models.
Koko #9 · 493 pageviews
Claude Fable 5 Benchmarks Explained: Coding, Context Window, Pricing, and Mythos-Class Performance
A benchmark explainer for Claude Fable 5, focused on coding performance, context, pricing, and what the Mythos-class tier means in practice.
Koko #12 · 409 pageviews
OpenAI Sites: A Detailed Guide to Codex’s New Hosted Website and App Builder
A detailed Codex guide explaining hosted Sites, app builder workflows, deployment behavior, and where the feature fits for builders.
Koko #13 · 380 pageviews
OpenAI Codex vs Anthropic Claude Code (2026): The Definitive Agentic Coding Comparison
A side-by-side coding-agent comparison for builders choosing between Codex and Claude Code for real development workflows.
Koko #15 · 320 pageviews
OpenAI Daybreak Explained: Inside GPT‑5.5‑Cyber, Codex Security, and the New Frontier of AI Cyber Defense
An explainer on OpenAI Daybreak, Codex security workflows, GPT-5.5-Cyber, and the practical implications for AI security teams.
Koko #16 · 307 pageviews
Codex vs. Claude Code vs. Cursor: The Definitive 2026 Guide
A practical buyer-style comparison of three AI coding workflows, with guidance on which tool fits different developer and team needs.
Recently Updated Guides
Fresh educational resources, filtered to guide content rather than recent news.
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Fix a client issue or try a checked workflow
Runnable examples with explicit source and testing limits.
Inspect a measured local-model test
See how three exact Qwen3 files handled four short JSON tasks on an M4 Pro, with observed timing, sampled process memory and downloadable outputs. The small task set and differing quantizations limit what the results establish.