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01 · Workshops & Guides

Workshops That
Ship Code.

The full agentic-engineering stack, from your first CLAUDE.md to multi-agent orchestration and custom MCP servers, the prompts, the harness, the corrections, the shipped result. Every workshop comes from production experience.

Overlearning is the disease of 2026, more books, more videos, more busy work. These skip it: video walkthroughs, downloadable prompt templates, and working code. Not theory, real systems you can express into existence today.

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02 · What You'll Learn
Agentic Engineering

Ship With Agents

Engineer Claude Code, Cursor, and Windsurf with CLAUDE.md, skills, and harnesses to ship full applications, not just prompt them.

Local LLM Stacks

Run Your Own AI

Ollama, DeepSeek, Qwen on a Mac mini. Model routing, RAG pipelines, and zero-cloud privacy.

MCP Tools

Extend Everything

Build and connect MCP servers. Give your AI agents real tools, browser, email, calendar, databases.

Multi-Agent Systems

Orchestrate Agents

One agent is not enough. Build agent teams that plan, delegate, and review, harnesses, sandboxes, and orchestration patterns.

Developer workspace with laptop and floating green code panels
Setup Beginner

The Complete AI Dev Setup

From zero to a fully operational AI development environment. Claude Code, Ollama, MCP servers, and your first agent workflow.

45 min, Video + Config
Two machines linked by a glowing green data bridge
Setup Intermediate

Dual-Machine AI Stack

Use a Mac mini as a dedicated AI server over Thunderbolt. Ollama, Qdrant, model routing, and SSH automation.

60 min, Video + Scripts Member
Glowing green terminal window with an AI agent presence
Agents Beginner

Claude Code From Scratch

Install, configure, and ship your first feature with Claude Code. CLAUDE.md, hooks, rules, and permission modes.

30 min, Video + Guide
A glowing structured instruction document radiating green light
Agents Intermediate

The CLAUDE.md Masterclass

How I structure CLAUDE.md for maximum agent performance. Rules, autonomy frameworks, tool enforcement, and credential management.

40 min, Video + Templates Member
A ring of glowing green AI agent nodes coordinating around a hub
Agents Advanced

Multi-Agent Teams

Orchestrate teams of AI agents with task lists, message passing, and parallel execution. Build a shipping squad.

55 min, Video + Code Member
A glowing green protective shield around a stream of code
Agents Intermediate

Hooks & Guard Rails

Pre-tool and post-tool hooks that keep agents safe. Budget guards, context overflow prevention, and rate limiters.

35 min, Video + Scripts Member
A local AI model glowing inside a personal computer
Local LLM Beginner

Ollama Quick Start

Install Ollama, pull your first models, and run inference locally. DeepSeek, Qwen, Llama, which model for which task.

25 min, Video + Guide
A glowing green pipeline of documents flowing into a vector database
Local LLM Advanced

Build a RAG Pipeline

Qdrant vector database, nomic-embed-text embeddings, and hybrid BM25+semantic search. Index your entire codebase.

50 min, Video + Code Member
A glowing green routing hub directing requests to several AI model nodes
Local LLM Intermediate

Model Routing Strategy

Match the right model to the right task. 3B for triage, 14B for extraction, 32B for complex reasoning. VRAM budgeting on 24GB.

35 min, Video + Config Member
A glowing green AI core with tool connectors plugging into it
MCP Beginner

MCP Tools 101

What MCP is, how it works, and how to give your AI agents real tools. Browser, file system, memory, and more.

30 min, Video + Config
A glowing green custom server being assembled from code blocks
MCP Advanced

Build a Custom MCP Server

Create your own MCP server from scratch. Tool registration, resource handling, and connecting to any IDE.

60 min, Video + Code Member
A glowing green grid of connected tool modules working together
MCP Intermediate

My 12-MCP Stack

The exact MCP configuration I run daily. Chrome, AppleScript, Notion, Tavily, memory, and why each one matters.

40 min, Video + JSON Member
Glowing green sound waves transforming into lines of code
Voice Intermediate

Voice-to-Code Pipeline

Set up Whisper on-device, configure push-to-talk, and route voice commands to AI agents. Fully offline.

40 min, Video + Config Member
A glowing green circular loop of four connected workflow stages
Workflow Intermediate

The EPEV Workflow

Explore, Plan, Execute, Verify. The workflow pattern that makes AI agents actually reliable and predictable.

30 min, Video + Cheat Sheet
Several glowing green configuration profile panels stacked and switchable
Workflow Advanced

Multi-Profile System

Run separate Claude profiles for web, legal, finance, and OSINT. Each with dedicated MCPs, rules, and skills.

45 min, Video + Configs Member
A glowing green SaaS application dashboard materializing from light
Blueprint Intermediate

SaaS in a Weekend

Full walkthrough: scaffold a SaaS with Next.js, Stripe billing, auth, and deploy to Vercel. All with AI agents.

90 min, Video + Repo Member
A clean business website forming on a laptop screen in green light
Blueprint Beginner

Business Site in 30 Min

From Figma reference to deployed site using AI agents and browser automation. My exact production workflow.

30 min, Video + Code
A glowing green automated pipeline deploying code to the cloud
Deploy Intermediate

CI/CD with AI Agents

GitHub Actions, automated testing, and deployment pipelines. Let AI agents handle your release process.

40 min, Video + YAML Member

Stop Watching Tutorials.
Start Shipping.

You're not behind, you just haven't shipped yet. Join builders who direct AI agents every day. Full access to all workshops, prompt templates, and the community.

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