How each tool evolved through the curriculum
DDS doesn't replace older classes. We add. Below: 10 horizontal lanes showing how each tool, platform, and class group has grown without a single paywall. Scroll right within a lane to walk from the earliest entry to the most recent.
Milestones, computed from the class list
- #10 The Cursor Onramp First Cursor class, and class number 10
- #12 ChatGPT Foundations First OpenAI / ChatGPT class
- #8 The Claude Onramp First Claude class
- #9 Gemini CLI Foundations First Gemini class
- #11 Ollama for Windows First Ollama class
- #14 Shopify Liquid Foundations First Hydrogen & Shopify Dev class
- #13 The Sidekick Onramp First Shopify Sidekick class
- #50 One-Prompt App Library for Shopify Store Owners Class number 50
- #40 Trilogy 01: Sovereign Orchestrator Case Study Class number 40
- #20 Cursor 3 Masterclass Class number 20
- #30 NicheForge V3 Class number 30
- #1 What Is Vibe Coding First Vibe Academy class
- #6 Antigravity Onramp First Antigravity class
- #27 Sovereign RAG Masterclass First Frontier Systems class
- #60 Claude Fable 5 Masterclass Class number 60
- #70 Gemini 3.6 Flash Masterclass Class number 70
- #80 Your GPU or Nothing: The Ollama Gate Class number 80
- #90 Fable 5.1 Went 17 for 18. The Miss Was Mine: Claude Fable 5.1, Tested From the Outside Class number 90
- #99 Build Your Own Antigravity Plugin Newest class
Vibe Academy
The Academy's own meta-curriculum — philosophy and monthly drops.
What Is Vibe Coding
Vibe coding is building real software by describing what you want to an AI in plain language, then directing and veri...
Your First AI Environment
The architect's guide to choosing and installing your first AI coding environment in 2026.
Prompting as Specification
Prompts are not wishes.
Reading & Directing AI Code
AI code causes 1 in 5 breaches.
The Vibe Build Loop
The capstone of the DDS Vibe Academy Foundation track.
The Vibe Coder's Manifesto
The philosophical foundation of the Academy — what we build, why, and for whom.
VibeTube AI
The Best YouTube Automation Desktop App — V1.1.1 · 19 Outputs, Zero Subscriptions
Atelier OS
The $15.5M Neural Operating System built in 52 hours — multi-agent AI architecture case study.
Vibe Coder's Haven Series
Monthly Haven series — every new AI model, tool, and MCP release from April 2026.
The Architect's Workshop
Robert McCullock is a Boston-based AI systems architect and full-stack engineer.
Vibe Coder's Haven: March 2026
Monthly Haven series — every new AI model, tool, and MCP release that landed in March 2026.
Vibe Coder's Haven: February 2026
Monthly Haven series — every new AI model and tool for vibe coding that landed in February 2026.
AI Bug Fix: 74 of 75 Recorded Runs Passed Tests the Agent Never Saw
The six-step loop for an AI bug fix, taught from 75 recorded runs on five small Python repositories with one planted ...
Antigravity
Google's agent-first IDE for vibe coders.
Antigravity Onramp
Your first launch on the agent-first IDE.
Antigravity First Light
The definitive $100K-grade Google Antigravity masterclass.
Antigravity In Production
The definitive April 2026 Google Antigravity masterclass.
Antigravity 2.0 Masterclass
Master Google Antigravity 2.0, the agent-first dev platform launched May 2026.
Antigravity IDE 2.0 Masterclass
The post-I/O 2026 guide to Google's Antigravity IDE — the Editor and Agent Manager surfaces, dual-wielded with the st...
Antigravity Skill Architect
Author skills, orchestrate subagents, and wire MCP tools so an agent fleet builds production work under your gates.
Google Antigravity 2.0, Advanced: One Sentence In. A Week of Work Out.
The memory hierarchy, work orders and voice system behind an agent that ships unattended. One instruction drives a te...
Antigravity Plugins: What the Marketplace Does and What One Install Cost
Antigravity plugins and the marketplace that release 2.18.1 added, tested on build 2.19.1 on one machine: two shelves...
Build Your Own Antigravity Plugin
Author an Antigravity plugin from scratch: directory layout, manifest schema validation, slash command skills, citati...
Claude
Anthropic's terminal-native coding agent and the Claude model family.
The Claude Onramp
The definitive free Claude Code masterclass.
Claude Code Masterclass Part 1
The definitive free Claude Code masterclass.
Claude Code Masterclass Part 2
The production half of the Claude Code masterclass.
Claude Landing Pages
Complete masterclass for the current Claude product family.
MCP Server Forge
A Mastery-level build class for the Model Context Protocol.
Claude Opus 4.8 Masterclass
A vibe coder's guide to effort control, Dynamic Workflows, and the most honest Claude that's shipped yet.
Claude Cowork Masterclass
Claude Cowork masterclass: what it is after GA, how its two-environment architecture works, the tool-priority ladder,...
Vibe Code Masterclass 2026 (Renaissance Edition)
Free Vibe Code masterclass — Shopify Renaissance Edition. The Claude 4.5 era starter.
Claude Fable 5 Masterclass
A vibe coder's guide to Anthropic's first public Mythos-class model — effort control, 18 paste-ready prompts, long-ho...
Opus 5: The Effort Dial
Five effort levels, one prompt, measured. What max effort actually buys you - and the tasks where it buys nothing.
1,032 Words, Zero Lines of Code: Rebuilding a Live Shopify Store in Claude Cowork
A live Shopify store diagnosed, rebuilt, tested and promoted across 43 tickets in four days. The operator typed 1,032...
$25 In. Live in Sixty Seconds.: Building a Fully Automated Self-Service Directory
A stranger pays $25 and their listing is live in about a minute with nobody awake. The payment webhook and the signat...
You Can't Turn My Thinking Off: Claude Opus 5.5, Mastered
Claude Opus 5.5 explained by Claude Opus 5.5. Thinking is always on and effort is the only dial left, with the defaul...
24 of 25 at 42% of the Bill: Claude Sonnet 5.5, Measured Against Opus 5.5
Claude Sonnet 5.5 explained by Claude Sonnet 5.5, then measured against Claude Opus 5.5 and Sonnet 5 on five small re...
Gemini
Google's AI models — from CLI foundations to Flash speed engines.
Gemini CLI Foundations
Setup, free tier, the 1M context window, multi-modal patterns for product description workflows.
Gemini 3 Deep Think Patterns
Master Gemini 3.1 Pro Preview with real prompting examples, pro tips, and free tools.
Google I/O 2026: Complete AI Stack
Decoded build map of every Gemini model, every surface, every automation pattern from Google I/O 2026.
Gemini 3.1 Pro: The Pivot
Master Gemini 3.1 Pro Preview with real prompting examples, pro tips, and free tools.
Gemini 3.5 Flash Masterclass
A vibe coder's guide to Spark, Antigravity, and the 4x frontier model.
One-Prompt App Library 2.0
36 paste-ready Google AI Studio apps for Shopify, tiered Basic, Advanced, Master.
Gemini Omni Masterclass
Any-input-to-video and conversational editing — turn text, images, or audio into video, then refine it with natural-l...
Gemini 3.6 Flash Masterclass
The agentic vibe coder's speed engine — sub-400ms latency, 220 tokens/sec streaming, thinkingLevel API control, and 2...
The Model Wrote This Class: Gemini 3.7 Flash, Tested On Itself
Gemini 3.7 Flash researched, benchmarked and coded its own masterclass. Every figure re-measured against class 70's p...
The Model Got Smarter. Your Ceiling Didn't: Gemini 3.8 Flash, Measured
Gemini 3.8 Flash costs exactly what 3.7 costs and answers just as well - until a hard problem, where it spends up to ...
Cursor
The AI-first IDE from Anysphere — background agents and Composer.
The Cursor Onramp
The complete masterclass on Cursor 3.x (May 2026) — the agent-first AI IDE.
Cursor 3 Masterclass
The complete masterclass on Cursor 3.x (May 2026) — the agent-first AI IDE.
Cursor in the Wild: Full-Repo Refactor
Point Cursor at a real codebase: indexing, rules files, multi-file agent edits, blast-radius control, and review at s...
Ollama
Run models locally. Full sovereignty over your inference stack.
Ollama for Windows
The definitive free guide to Ollama for Windows.
Ollama Cloud Routing
The definitive free guide to Ollama for Windows.
The Definitive Ollama Masterclass
Every install path across macOS, Windows, Linux, Docker and Cloud, a job-organized model catalog with official pull c...
Your GPU or Nothing: The Ollama Gate
Wire an app so it dies without your GPU. Scope OLLAMA_ORIGINS instead of the wildcard. Tell four identical failures a...
OpenAI / ChatGPT
OpenAI's GPT models and image generation pipeline.
ChatGPT Foundations
Master OpenAI gpt-image-2 for Shopify product photos, packaging, ads, lookbooks, infographics, and brand assets.
ChatGPT Images 1 Masterclass
Master OpenAI gpt-image-2 for Shopify product photos, packaging, ads, lookbooks, infographics, and brand assets.
ChatGPT Images 2 Masterclass
The complete masterclass on OpenAI ChatGPT Images 2.0 (gpt-image-2) released April 21, 2026.
GPT-5.6 for Vibe Coders
Route Sol, Terra and Luna by depth, cache the codebase at 90% off reads, and run parallel subagents without losing th...
Shopify Sidekick
Shopify's native AI store assistant.
The Sidekick Onramp
FREE comprehensive masterclass teaching you how to build your entire Shopify store using Sidekick AI.
Sidekick Power Patterns
FREE comprehensive masterclass teaching you how to build your entire Shopify store using Sidekick AI.
One-Prompt App Library for Shopify Store Owners
50+ complete prompts that create working AI-powered tools for Shopify store management. Copy, paste into Gemini or Cl...
Shopify Sidekick 3.0 Masterclass
50 copy-paste prompts and the full Spring '26 Sidekick capability map — build products, content, apps, analytics, and...
Hydrogen & Shopify Dev
Shopify storefronts — Liquid foundations through Hydrogen headless.
Shopify Liquid Foundations
A complete Shopify Hydrogen 2026.4 masterclass for AI-first developers.
Hydrogen Storefront Build
A complete Shopify Hydrogen 2026.4 masterclass for AI-first developers.
Homepage Upgrade Masterclass
An 18-round AI-driven playbook for upgrading a Shopify Online Store 2.0 theme end-to-end.
Design-to-Code
Turn a mockup, screenshot or design system into maintainable production code, with accessibility and tokens carried t...
Frontier Systems
Multi-agent systems and autonomous architectures.
Sovereign RAG Masterclass
A Mastery-level build class for fully local retrieval-augmented generation.
NicheForge V3
24 source files.
AGI Nexus
v10.0 SINGULARITY — autonomous digital office technical whiteboard, $1M+ build.
Synthetic Director
v6.0 — LEVEL 4 AUTONOMOUS CREATIVE AGENT
Sovereign Orchestrator
Sovereign Orchestrator Pro — multi-model routing case study. The FinOps observability pattern.
SEO Magnet V2
This is the core class — the system used to code every other page in the Academy, documented in full and demonstrated...
Trilogy 01: Sovereign Orchestrator Case Study
Trilogy 01 — the original Sovereign AGI Suite case study. V5.0 hybrid pattern.
Trilogy 02: Synthetic Director Case Study
Trilogy 02 — autonomous creative agency. 75+ Background Scene presets, Imagen 4 + Veo 3.1 routing.
Trilogy 03: NicheForge Case Study
24 source files.
DVA Desktop Apps Portfolio
Forensic case study showcase of the DDS Vibe Academy commercial desktop applications.
The Sovereign AI Stack
Robert McCullock is a Boston-based AI systems architect and full-stack engineer.
Multi-Model Orchestration
Run Claude Opus 4.7, Gemini 3 Pro, OpenAI Codex, and local Ollama models in Google Antigravity using your existing su...
AI Cost Engineering Masterclass
Cut your LLM bill 60-95% with batch routing, prompt caching, model tiering, and the FinOps observability blueprint.
Image Gen Routing Masterclass
Multi-model AI image generation routing across GPT Image 2, Imagen 4, Midjourney, and Nano Banana Pro.
Video Routing Masterclass
Multi-model AI video routing — the AGI-CORE-Pro pattern. Veo 3.1, Runway, Pika, Sora, and the orchestration ladder.
How I Built My Shopify Store with Claude AI
The 2025 journey — building an entire Shopify storefront with Claude AI as the architectural collaborator.
VEED Automation Masterclass
Build a scheduled AI agent that drives VEED.ai to ship a daily branded YouTube Short — Gemini hook card, ffmpeg compo...
Sovereign Orchestrator Pro V6.0
A Mastery-level teardown of a solo-built, 173-file, 38k-LOC autonomous marketing engine — the orchestration model, mu...
Spark vs Cowork
A head-to-head — Google Gemini Spark vs Claude Cowork for running a content channel: where each wins, where each brea...
Cowork Production Stack
What one operator actually runs on Claude Cowork — standing automation systems, four-brain orchestration over Claude ...
Prototype to Published: AAA Browser Game
How a browser RPG that didn't compile — and shipped its own API key — became a tested, published AAA game. The 2026 s...
Evals & Testing AI Output
Golden datasets, LLM-as-judge, Promptfoo and DeepEval, and CI gates that block a merge when quality regresses.
Security of AI-Generated Code
Threat-model the code you did not write: secrets, injection, dependency risk, and the scans that catch it before rele...
Git + AI Workflows
Version control as the safety net for agent-written code: clean history, reviewable slices, and getting back to a kno...
Deployment & CI/CD for AI-Built Code
The ship gate: GitHub Actions, branch protection, staged rollout, secrets management, and rollback for code you did n...
You Cannot Debug What You Cannot See
Five instruments that proved a real-time 3D build wrong on Shopify before shipping. Filmstrip recorder, SDF atlas, br...
Ten Gates or It Doesn't Post: The Autonomous Engagement Engine
Ten fail-closed checks between an AI draft and a live reply. Gemini-to-Ollama failover, offscreen Chrome on port 9222...
1 of 10 Alone, 8 of 8 With a Team: Running Nine AI Agents on One Codebase
The same programme returned 1 of 10 tickets from one flat session and 8 of 8 from a manager with nine specialists. Wo...
Everyone's Retro 3D Is a PlayStation: 19 Techniques That Actually Make an N64 Game
Vertex snapping is the wrong console. The complete technique-by-technique teardown of Volthaven 64 — resolution, colo...
We Built 100 Levels in 55 Hours: What Shipping a Game With an AI Agent Actually Takes
Dragonfly Crush 2 went from a forked repo to 100 tuned levels in 55 hours and 24 minutes, and the live site crashed o...
46 Documents. One Was Stale in 32 Minutes: Auditing a Codebase Against Its Own Paperwork
Ashaveth ships 46 markdown documents and 441,416 bytes of written record, better than most commercial projects. Measu...
Fable 5.1 Went 17 for 18. The Miss Was Mine: Claude Fable 5.1, Tested From the Outside
Claude Fable 5.1 tested live in fresh claude.ai chats and graded by execution against vectors locked before sending: ...
651 Assertions. A Photograph Won.: Publishing Claims That Survive Being Checked
How to publish numbers about yourself that hold up when someone checks them. Attach the evidence to the claim so the ...
Let the Model Write Liquid, Never Let It Publish: Gating AI-Generated Shopify Code
Put the model on one side of a wall and deterministic code on the other. Tier your rules by what a violation costs, i...
Vibe Code Academy Blog
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. Zero paywalls.
AI News for Vibe Coders — Daily: October 8, 2026
AI News for Vibe Coders — Daily: October 7, 2026
AI News for Vibe Coders - Daily: October 6, 2026
AI News for Vibe Coders - Daily: October 5, 2026
AI News for Vibe Coders - Daily: October 2, 2026
AI News for Vibe Coders - Daily: October 1, 2026
AI News for Vibe Coders — Daily: September 30, 2026
AI News for Vibe Coders — Daily: September 29, 2026
AI News for Vibe Coders — Daily: September 28, 2026
AI News for Vibe Coders — Daily: September 25, 2026
AI News for Vibe Coders — Daily: September 24, 2026
AI News for Vibe Coders — Daily: September 23, 2026
AI News for Vibe Coders — Daily: September 22, 2026
AI News for Vibe Coders — Daily: September 21, 2026
AI News for Vibe Coders — Daily: September 18, 2026
AI News for Vibe Coders — Daily: September 17, 2026
AI News for Vibe Coders — Daily: September 16, 2026
AI News for Vibe Coders — Daily: September 15, 2026
AI News for Vibe Coders ? Daily: September 14, 2026
AI News for Vibe Coders — Daily: September 11, 2026
AI News for Vibe Coders — Daily: September 10, 2026
AI News for Vibe Coders — Daily: September 9, 2026
AI News for Vibe Coders — Daily: September 8, 2026
AI News for Vibe Coders — Daily: September 7, 2026
AI News for Vibe Coders — Daily: September 4, 2026
AI News for Vibe Coders — Daily: September 2, 2026
AI News for Vibe Coders — Daily: September 1, 2026
AI News for Vibe Coders — Daily: August 31, 2026
Every tool, every link
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.
AI Coding IDEs
Claude Code
claude.com/product/claude-codeAnthropic's agentic CLI coding tool. MCP server integration, sub-agents, hooks, slash commands.
Google Antigravity
antigravity.googleGoogle's agentic IDE. Native Gemini integration, parallel agents, free tier.
Cursor
cursor.comVS Code fork with composer mode, multi-model routing, .cursor/rules.
GitHub Copilot
github.com/features/copilotMicrosoft's IDE assistant. Workspace mode, agents, Claude/GPT model picker.
Zed
zed.devHigh-performance Rust-based editor. Multi-agent panels, Claude-native.
Windsurf
windsurf.comCodeium's agentic IDE. Cascade flows, multi-file context.
Aider
aider.chatOpen-source terminal AI pair-programming. BYOK across all major models.
Continue
continue.devOpen-source VS Code + JetBrains extension. BYOK, local model support.
JetBrains AI Assistant
jetbrains.com/ai-assistantNative to IntelliJ, WebStorm, PyCharm. Claude Code integration available.
VS Code
code.visualstudio.comMicrosoft's free editor. Base layer for Continue, Cursor, Claude Code VS Code.
Claude Code Docs
code.claude.com/docsOfficial Claude Code CLI docs — sub-agents, hooks, slash commands, MCP.
Antigravity Docs
antigravity.google/docsSubagents, worktrees, model routing — agent-first IDE workflows.
LLM API Providers
Anthropic
anthropic.comClaude Opus, Sonnet, Haiku. Direct API, batch endpoint, prompt caching.
OpenAI
openai.com/apiGPT-5.5, GPT-5, o-series. Function calling, structured outputs, batch.
Google Gemini API
ai.google.devGemini 3.1 Pro, Flash, Nano. 1M context, generous free tier.
Gemini Enterprise (Vertex AI)
cloud.google.com/.../gemini-enterprise-agent-platformEnterprise Gemini routing. Multi-region, batch, Imagen + Veo.
AWS Bedrock
aws.amazon.com/bedrockMulti-model API. Claude, Llama, Mistral on AWS infrastructure.
Azure AI Foundry (OpenAI)
azure.microsoft.com/.../ai-foundry/Microsoft-hosted OpenAI models. Enterprise SLAs, regional control.
OpenRouter
openrouter.aiUnified API across 100+ models. Single key, automatic routing, free tier.
Groq
groq.comLPU inference. Lightning-fast Llama, Mixtral. Generous free tier.
Together AI
together.aiOpen-source model hosting. Llama, Mixtral, DeepSeek at cheap rates.
Fireworks AI
fireworks.aiProduction-grade open model inference. Custom fine-tunes, function calling.
Claude Platform Docs
platform.claude.com/docs/en/homeCanonical Claude API + SDK + models docs (replaces docs.claude.com).
Claude Opus 4.8 Release
anthropic.com/news/claude-opus-4-8Frontier model release notes — effort control + dynamic workflows.
Claude Pricing
claude.com/pricingAPI and subscription pricing for Claude products.
Gemini API Docs
ai.google.dev/gemini-api/docsGemini API reference, models, quickstarts.
AI Studios & Platforms
Claude
claude.aiAnthropic's chat interface. Projects, Artifacts, Skills, MCP connectors.
ChatGPT
chatgpt.comOpenAI's chat interface. Custom GPTs, image generation, canvas.
Gemini
gemini.google.comGoogle's chat interface. Deep Research, Audio Overviews, Imagen.
Google AI Studio
aistudio.google.comFree Gemini playground. Prompt testing, API key management.
Perplexity
perplexity.aiAI-native search. Real-time citations, Spaces, Comet browser.
Grok (xAI)
grok.comxAI's chat interface. Real-time X data, image generation.
Hugging Face
huggingface.coOpen-source model hub. Spaces, Datasets, Inference Endpoints.
DeepSeek
chat.deepseek.comDeepSeek V4 chat. Open-weight 1M context, reasoning mode.
AI Studio Apps
aistudio.google.com/appsBuild and deploy AI Studio apps — the One-Prompt App Library surface.
Local AI & Sovereign Stack
Ollama
ollama.comLocal LLM runtime. macOS, Windows, Linux. Cloud tier free.
LM Studio
lmstudio.aiDesktop GUI for local models. Model discovery, chat UI, server mode.
llama.cpp
github.com/ggml-org/llama.cppC++ inference engine. The underlying tech for most local runtimes.
vLLM
github.com/vllm-project/vllmHigh-throughput inference server. Production-grade local hosting.
Open WebUI
github.com/open-webui/open-webuiSelf-hostable ChatGPT-like UI for Ollama. RAG, plugins, multi-user.
GPT4All
nomic.ai/gpt4allPrivacy-focused local chatbot. Easy installer, document Q&A.
Jan
jan.aiOpen-source desktop chat app. Local-first, multi-model support.
Msty
msty.aiPolished local LLM client. Split chat, knowledge stacks, RAG.
Qdrant
qdrant.techOpen-source vector database — runs locally, Rust-native.
Chroma
trychroma.comEmbedded vector database for local RAG pipelines.
LlamaIndex
llamaindex.aiData framework for LLM apps — local RAG, agents, evaluators.
LangChain Docs
docs.langchain.comOrchestration framework — chains, agents, memory.
Pinecone
pinecone.ioManaged cloud vector DB — the non-sovereign counter-example.
Faiss
github.com/facebookresearch/faissFacebook's similarity-search library, foundational for local RAG.
MCP Ecosystem
Model Context Protocol
modelcontextprotocol.ioThe open standard. Spec, SDKs, registry of servers.
MCP Servers Repo
github.com/modelcontextprotocol/serversOfficial server reference implementations. Filesystem, GitHub, Slack, more.
MCP Directory
mcp.soCommunity-curated MCP server discovery. Search, ratings, install guides.
PulseMCP
pulsemcp.comMCP server registry with usage analytics and ratings.
Smithery
smithery.aiMCP server installer. One-command setup across all clients.
Shopify Storefront MCP
shopify.dev/docs/apps/build/storefront-mcpOfficial Shopify MCP server. Query products, collections, orders.
Awesome MCP Servers
github.com/punkpeye/awesome-mcp-serversCommunity curated list of MCP servers and clients.
Claude Cowork Docs
platform.claude.com/docs/en/claude-coworkAnthropic's desktop Claude with file, shell, and MCP tools.
MCP GitHub Org
github.com/modelcontextprotocolOfficial MCP organization — TypeScript SDK, Python SDK, spec.
Image Generation
Midjourney
midjourney.comPremium aesthetic image generation. v7 web interface, style references.
Google Imagen 4
labs.google/fx/tools/image-fxGoogle's flagship image model. Imagen 4 Ultra, prompt understanding.
GPT Image 2
openai.com/gpt-imageOpenAI's native image model. Text rendering, editing, accurate prompt follow.
Nano Banana — Gemini Flash Image
ai.google.dev/gemini-api/docs/image-generationGemini Flash Image API. Multi-turn edits, character consistency, text rendering.
Stability AI
stability.aiStable Diffusion 3.5. Open-weight option for self-hosted workflows.
Recraft
recraft.aiDesign-focused image AI. Vector output, brand style, SVG export.
Leonardo AI
leonardo.aiGame-asset and concept-art focused image platform. Phoenix model.
Video Generation
Google Veo 3.1
deepmind.google/technologies/veoDeepMind's video model. Native audio, longer clips, camera control.
OpenAI Sora
openai.com/soraOpenAI's flagship video model. Storyboarding, remix, blend.
Runway ML
runwayml.comGen-4 video. Director-style control, image-to-video, lip sync.
Luma Dream Machine
lumalabs.ai/dream-machine-apiLuma Labs' fast video generation. Real-time previews.
Kling AI
kling.aiKuaishou's video model. Long-form, character consistency.
Voice & Audio
ElevenLabs
elevenlabs.ioPremium voice cloning + TTS. v3 model, multilingual, conversational.
Suno
suno.comFull-song music generation. Lyrics, vocals, instrumental backing.
Udio
udio.comMusic generation rival to Suno. Strong vocal quality, remix tools.
Whisper
openai.com/research/whisperOpenAI's open transcription model. Multilingual, runs locally.
Descript
descript.comAudio/video editor. Transcript-based editing, voice cloning, Overdub.
Play.ht
play.htUltra-realistic TTS. Voice cloning, low-latency conversational AI.
Whisper GitHub
github.com/openai/whisperOpenAI's official Whisper repo — for local transcription deployments.
Shopify Dev Stack
Shopify Dev Docs
shopify.dev/docsOfficial platform documentation. Liquid, themes, Hydrogen, APIs.
Liquid Reference
shopify.dev/docs/api/liquidComplete Liquid template language reference. Objects, filters, tags.
Hydrogen
hydrogen.shopify.devReact-based headless storefront framework. Oxygen deploy.
Storefront API
shopify.dev/docs/api/storefront/latestGraphQL API for headless commerce. Cart, checkout, product queries.
Admin API
shopify.dev/docs/api/admin-graphql/latestGraphQL admin operations. Products, orders, customers, metafields.
Shopify CLI
shopify.dev/docs/storefronts/themes/tools/cliCommand-line theme + app development. Dev preview, pull/push.
Judge.me
judge.meProduct reviews app. Free tier for DDS, schema-friendly star widgets.
Polaris
polaris-react.shopify.comShopify's design system. React components, design tokens.
SEO & Structured Data
Schema.org
schema.orgVocabulary for structured data — the JSON-LD type system.
Schema Validator
validator.schema.orgValidates JSON-LD against schema.org definitions.
Google Structured Data
developers.google.com/.../structured-dataGoogle's guide for rich results and schema markup.
Open Graph Protocol
ogp.meOfficial Open Graph meta-tag spec.
Rich Results Test
search.google.com/test/rich-resultsGoogle's live tester for AI/search citation eligibility.
Cloud & Hosting
Google Cloud Platform
cloud.google.comCompute, storage, Vertex AI, Firebase. Generous free tier.
Firebase
firebase.google.comBackend-as-a-service. Firestore, Auth, Hosting, Functions, Studio.
Amazon Web Services
aws.amazon.comEC2, S3, Lambda, Bedrock. Industry default for enterprise.
Cloudflare
cloudflare.comCDN, Workers, R2, Pages, Workers AI. Strong free tier.
Vercel
vercel.comNext.js host. Edge functions, AI SDK, v0 generator.
Netlify
netlify.comStatic site hosting with serverless functions. Strong CI/CD.
Supabase
supabase.comOpen-source Firebase alt. Postgres, Auth, Storage, Edge Functions.
Railway
railway.appHeroku-style deployment. Strong Postgres, Redis, MCP hosting.
Code Hosting + DevTools
GitHub
github.comCode hosting standard. Actions, Codespaces, Copilot integration.
GitLab
gitlab.comDevSecOps platform. Strong free CI/CD, self-hostable.
Bitbucket
bitbucket.orgAtlassian's code host. Tight Jira/Confluence integration.
Linear
linear.appIssue tracking. Strong MCP integration for agentic project management.
Postman
postman.comAPI testing platform. Collections, mocks, monitors.
Hoppscotch
hoppscotch.ioOpen-source Postman alternative. Free, self-hostable.
Figma
figma.comDesign and prototyping. Make AI, Dev Mode, dev-friendly handoff.
OS, Browsers & Productivity
Zorin OS
zorin.comBeginner-friendly Linux. Daily-driver alternative to Windows/macOS.
Ubuntu
ubuntu.comThe default Linux for AI/ML developers. Wide-package availability.
Pop!_OS
pop.system76.comSystem76's developer-focused Ubuntu derivative. Strong NVIDIA support.
Comet (Perplexity)
perplexity.ai/cometAI-native browser. Built-in Perplexity assistant for any page.
Arc Browser
arc.netChromium-based with vertical tabs + spaces. Strong for tab-heavy work.
Brave
brave.comPrivacy-first browser. Built-in ad blocking, Brave Search, Leo AI.
Notion
notion.soDocs + databases + AI. Native Claude/GPT integration.
Obsidian
obsidian.mdLocal-first markdown notes. Smart Connections (AI) plugin ecosystem.
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