The four-week buildLearn only what helps you
Learn only what helps you
build something real.
Both tracks share the agent foundation. Business Builder adds AI coding, web products and the full client-acquisition system.
01Use caseThe business outcome
02BrainModel + rules
03KnowledgeDocs + RAG
04MemoryContext + state
05ToolsAPIs + apps
06ExecutionWorkflows + approvals
07InterfaceChat + dashboard
08DeployHosting + monitoring
trigger received→ reason→ retrieve→ tool call→ approval→ complete
W1
FOUNDATION
Choose the right problem. Build the brain.
Use-case selection, agent role, instructions, model selection, structured outputs, failure modes.
- Define a high-value workflow
- Agent persona + system rules
- Input/output contracts
- Model choice by task
- Testing baseline
DELIVERABLEWorking agent brain
status: reasoning correctlyW2
CONTEXT + ACTION
Give it knowledge, memory and tools.
RAG, documents, long-term memory, integrations, tool calling, webhooks, approvals and retries.
- Knowledge base
- Session + long-term memory
- Gmail / Calendar / Slack / CRM / APIs
- Human approval gates
- Error handling + logging
DELIVERABLEAgent takes real actions
tools: connected · memory: activeW3
SHIP
Interface, deploy and operate.
Dashboards, chat, auth, databases, hosting, VPS, SSL, secrets, monitoring and cost controls.
- Agent UI / dashboard
- Database + state
- Production deployment
- Security basics
- Monitoring + usage
DELIVERABLELive deployed system
runtime: healthy · ssl: activeW4
SPLIT TRACK
Owner: optimize it. Business: sell it.
Agent Owner hardens and automates the final system. Business Builder adds positioning, offers, client acquisition, discovery, demos, proposals, pricing and delivery.
- Final testing + guardrails
- Demo day + project review
- Business: niche + offer
- Business: outreach + sales process
- Certification
DELIVERABLEAgent + certificate
business track: offer readyModels are tools
You learn when to use what.
We teach vendor-agnostic reasoning so your skills do not expire when the leaderboard changes.
TaskAnalyze 74-page contractrequires long context + structured output
→
AClaudedocument reasoningselected
OOpenAItools + realtime
GGeminimultimodal + context
LLocalprivacy + cost
You learn principles, not vendor worship. Models change. Your architecture survives.
Next live cohortOctober 25.
October 25.
Four weeks. One shipped system.
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