Building in Public

CampaignForge AI — The Journey

An honest, documented account of building an autonomous multi-agent ad campaign platform from scratch. Every architecture decision, every pivot, every honest failure — published as it happens.

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All Chapters

Published in order. The honest state of the build at each milestone.

This is a live build journal. The system that publishes these posts is itself one of the agents being built. The content is drafted by AI and reviewed by the operator before publishing.
Chapter 1 01

2026

The Idea, the Architecture, and the First Pivot

Status: Raw draft for Content Publisher Agent (11) to format Date: 2026-05-05 Author: Tim Simeonov (founder) + Claude (AWS Deployer Agent 04)

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Chapter 2 02

2026

The Rebuild

Status: Raw draft for Content Publisher Agent (11) to format Date: 2026-05-05 Author: Tim Simeonov (founder) + Architect Agent (02)

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Chapter 3 03

2026

The First Local Run, the First Trace, and the First Agent Lie

Status: Raw draft for Content Publisher Agent (11) to format Date: 2026-05-05 Author: Tim Simeonov (founder) + Codex (implementation reviewer)

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Chapter 4 04

2026

The Honest State of the Dogfood Machine

Status: Raw draft for Content Publisher Agent (11) to format Date: 2026-05-07 Author: Tim Simeonov (founder) + Codex (project reviewer)

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Chapter 5 05

2026

Closing the Gaps Before the First Publish

Status: Raw draft for Content Publisher Agent (11) to format Date: 2026-05-07 Author: Tim Simeonov (founder) + Claude (engineer)

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Chapter 6 06

2026

The First Complete Run

Pipeline ID: c216de9c-1a5e-4877-ac60-6b82fc1aa8a7 Date: 2026-05-07 Vertical: B2B SaaS | Budget: $500/month

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Chapter 7 07

2026

Stop the Pipeline Before It Spends Money on a Broken Website

Date: 2026-05-08 Vertical: B2B SaaS | Budget: $500/month

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Chapter 8 08

2026

Giving the Performance Analyst a Brain

Date: 2026-05-08 Vertical: B2B SaaS | Budget: $500/month

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Chapter 9 09

2026

Three Flows, Not One

Date: 2026-05-09 Vertical: B2B SaaS | Budget: $500/month

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Chapter 10 10

2026

Eating Our Own Dog Food

Date: 2026-05-09 Vertical: B2B SaaS | Budget: $500/month

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