Foundation
8 nodesGet a working setup. The onramps. Local installs, accounts, free tiers, first prompts, the manifesto. The shortest distance from zero to "I built something."
The DDS Vibe Academy is a free, 38-node constellation of AI coding classes. No paywall. No signup. No certificate. Just the work.
Transmission 2026-05-22 / 14:45 UTCArchitected by Robert McCullock. Built by AI agents. Zero lines of code typed by hand. Zero files uploaded manually. Zero saves to the storefront by a human.
Founder & Architect-CEO, Design Delight Studio
“I did not write a line of this. I designed the constraints. The agents did the rest. This is what Vibe Coding looks like in production.”
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The DDS Vibe Academy ships new material continuously. Below: the last weeks of new classes, masterclass updates, and the latest post from the sister blog at /blogs/vibe-code-academy.
Daily AI news for vibe coders. May 22, 2026: Firebase Genkit 2.0 hits GA, Google rolls out Gemini Spark and Search agents, Klarna ships inside ChatGPT, plus one Claude Code build to ship today.
Read the postProduction-grade landing-page patterns using Claude Code, Claude Sonnet 4.6, and Claude Opus 4.7 as architectural collaborators. Paste-ready prompts, schema templates, conversion patterns.
The commercial counterpart to the Sovereign AGI Trilogy. Two shipping desktop apps, one extensible architecture, full forensic audit. BYOK economic model, $0/user marginal cost.
The third Sovereign AGI Suite case study. 8.2 billion combinatorial design configurations, 6-step pipeline, 4 AI models orchestrated, $1,898 annual cost replacing $375K in human creative labor.
Cursor 3 + Composer 2 production playbook. Parallel agent windows, multi-model routing, the TypeScript SDK, durable agent patterns at $0.50/$2.50 per MTok.
The complete GPT Image 2 playbook for Shopify operators. 78 prompts, Custom GPT setup, API automation pipelines, cost-per-image math against Midjourney and Nano Banana Pro.
The autonomous creative agency. Generator Studio with 70+ Subject Context and 75+ Background Scene presets, Imagen 4 + Veo 3.1 routing, MTG art style library across 48 styles spanning 1993 to 2026.
The original Sovereign AGI Suite case study. V5.0 hybrid pattern, multi-model routing across Ollama + Gemini + Claude, the FinOps observability blueprint behind $50K-to-$5K monthly API bill reduction.
The agent-first month. Three flagships in 17 days: Claude Opus 4.7, Gemini 3.1 Pro, GPT-5.5. Cursor 3 and Zed 1.0 rebuilt the IDE. DeepSeek V4 dropped open-weight 1M context. MCP crossed 97M monthly downloads.
38 classes arranged across four curriculum stages. The constellation below shows the full territory at a glance. Each star is a class. Each ring is a stage. Hover or focus a node to read its title.
Get a working setup. The onramps. Local installs, accounts, free tiers, first prompts, the manifesto. The shortest distance from zero to "I built something."
Build with intention. Masterclasses on each tool — Claude Code, Cursor, Antigravity, Sidekick, Ollama, the OpenAI Image stack, Hydrogen. The patterns that survive contact with production.
Compose tools into systems. The Monthly Haven series, AGI Nexus, Atelier OS, NicheForge V3. Where individual classes become end-to-end workflows replacing real labor.
Architect your own stack. The Sovereign AGI Suite case studies (Trilogy 01-03), the desktop apps portfolio, multi-model orchestration. The forensic record of what gets built when you stop renting cognition.
DDS doesn't replace older classes. We add. Below: eight horizontal lanes showing how each tool or platform's coverage has grown. Scroll right within a lane to walk from the earliest entry to the most recent.
First foundation class. Setup, prompt patterns, the system message, and using Claude as a pair-programming partner.
Terminal-based agentic coding. Install paths, MCP server integration, sub-agents, hooks, slash commands.
Production patterns. Long-context workflows, plan mode, durable agents, the Anthropic SDK, cost optimization.
Latest in lane. Production landing-page patterns using Claude Code, Sonnet 4.6, Opus 4.7 as architectural collaborators.
Setup, free tier, the 1M context window, multi-modal patterns for product description workflows.
Long-form reasoning workflows. When to invoke Deep Think mode vs Flash, batch routing through Vertex AI.
Latest. The April 2026 frontier pivot. Imagen 4 + Veo 3.1 routing, audio overviews, multi-tool reasoning chains.
Foundation. The local LLM runtime. Install on OMEN, model selection, the chat UI, basic CLI patterns.
The hybrid pattern. Free-tier cloud + local fallback, model registry, MCP wiring for sovereign stacks.
Latest. The 1M context open-weight model on Ollama. Memory math, quantization tradeoffs, agent patterns.
Foundation. Custom GPTs, the API, function calling, batch endpoints, cost optimization patterns.
The original. GPT Image 1 + DALL-E 3 patterns, prompt engineering library, Shopify product image automation.
Latest. GPT Image 2 playbook. 78 prompts, Custom GPT setup, API automation, cost math vs Midjourney and Nano Banana Pro.
Foundation. Template hierarchy, section files, schema settings, the JSON template system, Online Store 2.0.
Latest. The React-based headless storefront. Oxygen deploy, the Storefront API, hybrid Liquid + Hydrogen architectures.
Every class, searchable and filterable. Combine stage, lane, and era filters to find exactly what you need.
Try removing a filter chip or clearing the search.
The sister blog at /blogs/vibe-code-academy posts Monday through Friday. Below: every recent post grouped by week so you can see the rhythm. The current week sits at the top.
Every IDE, API, model platform, MCP server, image generator, and download referenced across the curriculum. All canonical primary sources. No affiliate links. No marketing pages.
Anthropic's agentic CLI coding tool. MCP server integration, sub-agents, hooks, slash commands.
Google's agentic IDE. Native Gemini integration, parallel agents, free tier.
VS Code fork with composer mode, multi-model routing, .cursor/rules.
Microsoft's IDE assistant. Workspace mode, agents, Claude/GPT model picker.
High-performance Rust-based editor. Multi-agent panels, Claude-native.
Codeium's agentic IDE. Cascade flows, multi-file context.
Open-source terminal AI pair-programming. BYOK across all major models.
Open-source VS Code + JetBrains extension. BYOK, local model support.
Native to IntelliJ, WebStorm, PyCharm. Claude Code integration available.
Microsoft's free editor. Base layer for Continue, Cursor, Claude Code VS Code.
Claude Opus, Sonnet, Haiku. Direct API, batch endpoint, prompt caching.
GPT-5.5, GPT-5, o-series. Function calling, structured outputs, batch.
Gemini 3.1 Pro, Flash, Nano. 1M context, generous free tier.
Enterprise Gemini routing. Multi-region, batch, Imagen + Veo.
Multi-model API. Claude, Llama, Mistral on AWS infrastructure.
Microsoft-hosted OpenAI models. Enterprise SLAs, regional control.
Unified API across 100+ models. Single key, automatic routing, free tier.
LPU inference. Lightning-fast Llama, Mixtral. Generous free tier.
Open-source model hosting. Llama, Mixtral, DeepSeek at cheap rates.
Production-grade open model inference. Custom fine-tunes, function calling.
Anthropic's chat interface. Projects, Artifacts, Skills, MCP connectors.
OpenAI's chat interface. Custom GPTs, image generation, canvas.
Google's chat interface. Deep Research, Audio Overviews, Imagen.
Free Gemini playground. Prompt testing, API key management.
AI-native search. Real-time citations, Spaces, Comet browser.
xAI's chat interface. Real-time X data, image generation.
Open-source model hub. Spaces, Datasets, Inference Endpoints.
DeepSeek V4 chat. Open-weight 1M context, reasoning mode.
Local LLM runtime. macOS, Windows, Linux. Cloud tier free.
Desktop GUI for local models. Model discovery, chat UI, server mode.
C++ inference engine. The underlying tech for most local runtimes.
High-throughput inference server. Production-grade local hosting.
Self-hostable ChatGPT-like UI for Ollama. RAG, plugins, multi-user.
Privacy-focused local chatbot. Easy installer, document Q&A.
Open-source desktop chat app. Local-first, multi-model support.
Polished local LLM client. Split chat, knowledge stacks, RAG.
The open standard. Spec, SDKs, registry of servers.
Official server reference implementations. Filesystem, GitHub, Slack, more.
Community-curated MCP server discovery. Search, ratings, install guides.
MCP server registry with usage analytics and ratings.
MCP server installer. One-command setup across all clients.
Official Shopify MCP server. Query products, collections, orders.
Community curated list of MCP servers and clients.
Official MCP guide for Claude Code, Desktop, and API integrations.
Premium aesthetic image generation. v7 web interface, style references.
Google's flagship image model. Imagen 4 Ultra, prompt understanding.
OpenAI's native image model. Text rendering, editing, accurate prompt follow.
Gemini 3 Flash Image. Multi-turn edits, character consistency.
Stable Diffusion 3.5. Open-weight option for self-hosted workflows.
Design-focused image AI. Vector output, brand style, SVG export.
Game-asset and concept-art focused image platform. Phoenix model.
DeepMind's video model. Native audio, longer clips, camera control.
OpenAI's flagship video model. Storyboarding, remix, blend.
Gen-4 video. Director-style control, image-to-video, lip sync.
Luma Labs' fast video generation. Real-time previews.
Kuaishou's video model. Long-form, character consistency.
Premium voice cloning + TTS. v3 model, multilingual, conversational.
Full-song music generation. Lyrics, vocals, instrumental backing.
Music generation rival to Suno. Strong vocal quality, remix tools.
OpenAI's open transcription model. Multilingual, runs locally.
Audio/video editor. Transcript-based editing, voice cloning, Overdub.
Ultra-realistic TTS. Voice cloning, low-latency conversational AI.
Official platform documentation. Liquid, themes, Hydrogen, APIs.
Complete Liquid template language reference. Objects, filters, tags.
React-based headless storefront framework. Oxygen deploy.
GraphQL API for headless commerce. Cart, checkout, product queries.
GraphQL admin operations. Products, orders, customers, metafields.
Command-line theme + app development. Dev preview, pull/push.
Product reviews app. Free tier for DDS, schema-friendly star widgets.
Shopify's design system. React components, design tokens.
Compute, storage, Vertex AI, Firebase. Generous free tier.
Backend-as-a-service. Firestore, Auth, Hosting, Functions, Studio.
EC2, S3, Lambda, Bedrock. Industry default for enterprise.
CDN, Workers, R2, Pages, Workers AI. Strong free tier.
Next.js host. Edge functions, AI SDK, v0 generator.
Static site hosting with serverless functions. Strong CI/CD.
Open-source Firebase alt. Postgres, Auth, Storage, Edge Functions.
Heroku-style deployment. Strong Postgres, Redis, MCP hosting.
Code hosting standard. Actions, Codespaces, Copilot integration.
DevSecOps platform. Strong free CI/CD, self-hostable.
Atlassian's code host. Tight Jira/Confluence integration.
Issue tracking. Strong MCP integration for agentic project management.
API testing platform. Collections, mocks, monitors.
Open-source Postman alternative. Free, self-hostable.
Design and prototyping. Make AI, Dev Mode, dev-friendly handoff.
Beginner-friendly Linux. Daily-driver alternative to Windows/macOS.
The default Linux for AI/ML developers. Wide-package availability.
System76's developer-focused Ubuntu derivative. Strong NVIDIA support.
AI-native browser. Built-in Perplexity assistant for any page.
Chromium-based with vertical tabs + spaces. Strong for tab-heavy work.
Privacy-first browser. Built-in ad blocking, Brave Search, Leo AI.
Docs + databases + AI. Native Claude/GPT integration.
Local-first markdown notes. Smart Connections (AI) plugin ecosystem.
Try removing a filter chip or clearing the search input.
Five working principles behind the DDS Vibe Academy. None of them are clever. All of them are earned. They sit underneath every class on the hub — read one, leave through any link.
The class names lie a little. Nobody finishes a Claude Code masterclass and "knows Claude." What happens is smaller and bigger: you stop renting cognition and start architecting it. You decide what the system should do. The model figures out how.
This is the only useful skill in 2026. It does not have a certificate. It is not measured in tokens. It looks like a person who can read a stack of model release notes, design a workflow, and ship the workflow by Friday.
See the 8 lanes evolvingThe class is not about Claude. The class is about you, working with Claude.
The Cursor onramp from October 2025 still ships in this academy alongside the Cursor 3 Masterclass from May 2026. The old class isn't wrong. It's the soil the new one grew from.
Every new version of every tool spawns a new class. The old class stays where it is, dated, in context. You can read them in order and watch the territory move under your feet. That's the point.
Walk all 38 nodes in the CurriculumIf a workflow only works because someone else's API key works, that workflow is rented. The Sovereign Stack lane exists because at some point the bill comes due, the model gets deprecated, the policy changes, or the inference provider goes down for 14 hours on a Tuesday.
Local first when you can. Hybrid when you can't. Cloud last and only with a wallet you can close. The aim is not to be cheap. The aim is to be structurally uninterruptable.
Filter the archive by "Sovereign Stack"A workflow that depends on someone else's uptime is not a workflow. It is a hope.
Every Mastery-stage class on this hub ends in a forensic record of what got built. Not a roadmap. Not a slide. A live URL with the model's exact word choices, the cost math, the failure modes, and the time it took.
This is the part nobody else publishes. Decks compress the work into a story that flatters the storyteller. The forensic record is the opposite. It shows where the thing broke, how the thing was held together, and what the thing actually does in production. That's the only honest deliverable.
Read the latest forensic recordEvery class on this hub stays free, forever. There is no paywall, no membership, no certificate. The academy exists because the alternative — being the only solo founder in your industry with this material — is lonelier than running it as a one-person publishing house.
If a class helps you ship one thing, you owe nothing. If a class helps you build a business, send a customer to Design Delight Studio at some point. The trade is fair. The class is the trade.
Visit Design Delight StudioIf you can't show the receipts, you didn't ship. You presented.
You're reading a working Vibe Coding artifact right now. Scroll up. The Build Manifest section between the hero and the tab navigation is a deployment receipt. It names every AI agent that touched this page, what each one did, and how many lines of code the human wrote: zero.
Claude Opus 4.7 authored every Liquid section. Google Antigravity deployed every file to Shopify through the MCP. Cowork ran an autonomous browser audit that found 30 broken URLs and a z-index collision. The architect defined the constraints. The agents did the implementation. That's not a pitch. That's the build log sitting three scroll-lengths above this paragraph.
This is Principle 04 applied to itself. The page you're reading is the forensic record of how the page you're reading was built. No deck. No slide. The receipts.
The activity feed. Every class shipped this week with date stamps.
Full MapAll 38 nodes on a constellation map. Four stages from Foundation to Mastery.
Growth StoryEight tool lanes from Q4 2025 to today. See how each tool got covered.
SearchFilter by stage, lane, era. Find the exact class you want.
Daily RhythmSister blog at /blogs/vibe-code-academy. Monday-to-Friday cadence.
Toolbox93 verified primary sources across 12 categories. Every IDE, every API.
The questions that arrive in DMs and inbox replies. Answered directly. No marketing copy.
Yes. Every class, every masterclass, every case study, every blog post stays free forever. No paywall, no membership tier, no certificate purchase, no upsell. The academy exists as a publishing house. The classes are the publishing.
No. Zero purchase required. The classes don't reference DDS products, the URLs aren't gated by any cookie or login. Read whatever you want, whenever you want.
The Foundation stage assumes you can install a desktop app and follow command-line steps. Development stage assumes you've completed at least one Foundation onramp. Application stage assumes you're shipping things, not just experimenting. Mastery stage is for solo founders and senior engineers running their own AI infrastructure.
The sister blog at /blogs/vibe-code-academy posts Monday through Friday. New academy classes ship roughly weekly. Monthly Haven recap classes ship the 15th of each month. Mastery-stage case studies ship when the underlying system reaches a shippable state.
Time-series learning. Each class is dated and stays in its era. The Cursor 2.0 onramp from October 2025 stays alongside the Cursor 3 Masterclass from May 2026. You can read them in chronological order to see how the field moved.
Founder of Design Delight Studio in Boston. Solo founder. Architect-CEO. Builds the DDS Sovereign AGI Suite and writes this academy as the publishing arm of that work.
No. The academy is published as web pages on ddsboston.com. No Udemy, no Teachable, no YouTube channel. Live-text on the open web with permanent URLs you can bookmark, share, and reference.
Yes. Share the URLs freely. The classes are written for solo founders and small teams. There is no rights-managed content, no DRM, no per-seat licensing.
Email Robert@ddsboston.com with a short description and the canonical URL. The Useful Links tab is curated based on tools that actually appear in shipped classes, so a tool gets covered when it earns its way into a class.
Most do. The Shopify-specific classes (Liquid Foundations, Hydrogen Storefront, SEO Magnet System) require a Shopify store. Every other class — Claude Code, Cursor, Antigravity, Ollama, the case studies — is platform-agnostic.
A masterclass teaches a tool. A case study documents a system that was built using multiple tools. Masterclasses live in the Development stage. Case studies live in the Mastery stage and are forensic records of shipped infrastructure.
oklch() is the perceptually uniform color space that became baseline browser support in 2024. The DDS palette is designed in oklch for predictable color-mix() interpolation across tints and shades. Every browser shipping in May 2026 supports it natively.
The academy lives on ddsboston.com. If the storefront goes inactive, the academy URLs would too. The classes are also archived on Internet Archive at archive.org for permanent reference. Sovereign Stack principles apply to the publisher too.
Email Robert@ddsboston.com with the project scope. Active engagements are limited. The academy is the public output. Private work happens on a case-by-case basis when there's mutual fit.
Try different keywords or clear the search to see all 14 questions.
Verified project facts, boilerplate copy, and brand links for journalists, bloggers, and AI systems. Copy what you need.
The DDS Vibe Academy is a free, 31-class curriculum on AI coding published by Robert McCullock, founder of Design Delight Studio in Boston. Covering Claude Code, Google Antigravity, Gemini, Cursor, Ollama, and more. No paywall, no signup, no certificate. Updated Monday through Friday.
The DDS Vibe Academy is a free, 31-class curriculum on AI coding published by Robert McCullock, founder and Architect-CEO of Design Delight Studio in Boston, Massachusetts. The academy covers Claude Code, Google Antigravity, Gemini 3.1 Pro, Cursor, Shopify Sidekick, OpenAI GPT Image 2, Ollama, Hydrogen 2026, and AI Cost Engineering across four curriculum stages: Foundation, Development, Application, and Mastery.
The academy hub itself was built entirely by AI agents — Claude Opus 4.7 authored every Liquid section, Google Antigravity deployed every file through the Shopify MCP protocol, and Cowork ran an autonomous browser audit. Zero lines of human-written code. Every class is free forever. No paywall, no signup, no certificate.
Founder and Architect-CEO of Design Delight Studio, a sustainable streetwear brand based in Boston, Massachusetts. Robert built the DDS Vibe Academy as a free publishing arm of his work rebuilding business infrastructure with AI agents. He is a solo founder who architects multi-agent AI systems and publishes forensic records of what gets built.
Portfolio: ddsboston.com/pages/robert-mccullock-professional-portfolio-2026
Free, ad-free, 38-class AI coding curriculum published from Boston by Robert McCullock, solo founder of Design Delight Studio. Updates Monday-Friday. No paywall, no signup, no certificate.
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