🗺️ Cold Email Outreach — Map of Content
Business as Code Principle
“Your business can no longer be just a group of people executing static instructions. Digitize your business logic. Make it accessible to AI agents. Put self-improvement on autopilot.” — Business as Code Manifesto
This vault applies the Business as Code operating model to cold email outreach. Every step in this process is defined as a machine-readable, versionable artifact — not a static SOP document that goes stale the moment it’s written.
🏗️ Process Architecture
flowchart TD ICP["📋 ICP Definition<br/>Who we target"] LSA["⚡ Lead Sourcing Agent<br/>AUTO"] RA["⚡ Research Agent<br/>AUTO"] HR1["👤 Human Gate 1<br/>Approve batch"] PA["⚡ Personalization Agent<br/>AUTO"] HR2["👤 Human Gate 2<br/>Review templates"] SE["⚡ Sequence Engine<br/>AUTO"] RC["⚡ Reply Classification<br/>AUTO"] MI["🔄 Metrics Loop<br/>CONTINUOUS"] ICP --> LSA --> RA --> HR1 --> PA --> HR2 --> SE --> RC --> MI --> ICP
📁 Vault Index
⚙️ Foundation
| File | Purpose | Type |
|---|---|---|
| 01-Process-Manifest | Master process manifest — the “code” of this workflow | Manifest |
| 02-ICP-Definition | Ideal Customer Profile as versioned specification | Spec |
🤖 AI Agents (AUTO)
| File | Purpose | Automation Level |
|---|---|---|
| 03-Lead-Sourcing-Agent | Sources and scores qualified leads | ~95% auto |
| 04-Research-Agent | Deep per-lead intelligence gathering | ~90% auto |
| 06-Personalization-Agent | Writes personalized email hooks | ~85% auto |
| 08-Reply-Classification-Agent | Classifies and routes inbound replies | ~90% auto |
📬 Sequence Logic
| File | Purpose |
|---|---|
| 05-Email-Sequence-Engine | Multi-touch sequence definition, timing, and decision trees |
👤 Human Touchpoints
| File | Purpose |
|---|---|
| 07-Human-Review-Gates | Where humans approve, not execute |
📊 Improvement Loop
| File | Purpose |
|---|---|
| 09-Metrics-and-Self-Improvement | Metrics, A/B testing, and the BaC self-improvement loop |
🧭 How This Vault Works
Business as Code vs. Traditional SOP
A traditional outreach SOP says “research the lead before writing the email.” A Business as Code manifest says exactly what data to collect, which agent collects it, what the output schema is, and what triggers the next step — so an AI agent can execute it without interpretation.
Three principles applied throughout:
- Executable over descriptive — Every step has a defined input, output, and agent/human responsible.
- Human gates, not human execution — Humans approve and direct; agents do.
- Every metric feeds back — Open rates, reply rates, and meeting conversions automatically update the improvement loop.
🔖 Tags Used in This Vault
#agent— Files describing AI agent specifications#human-gate— Files describing human review checkpoints#manifest— Process manifest files#spec— Specification files (ICP, templates, schemas)#metrics— Measurement and improvement files#BaC— Business as Code principle references
📌 Quick Links
- Start here for setup → 02-ICP-Definition
- See what agents do → 03-Lead-Sourcing-Agent, 04-Research-Agent, 06-Personalization-Agent
- See where you plug in → 07-Human-Review-Gates
- See how it improves → 09-Metrics-and-Self-Improvement
- See the full manifest → 01-Process-Manifest