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Case Study

automation

MicroSaaSBot

AI Product Development System

Designed the system, maintained the repo, and documented how it is used to ship portfolio products.

Project Overview

MicroSaaSBot is the internal system used to move from idea validation to shipped MVPs. The portfolio entry is backed by the audited repository and first-party writing about the system and its shipped outputs.

Challenge

Represent the system as a documented build workflow instead of claiming generic fully autonomous product shipping.

Key Features

fact_check

Validation First

Product ideas are scored before implementation starts.

architecture

Structured Build Workflow

Separates research, architecture, build, and deployment phases.

rocket_launch

Shipped Output

Backed by at least one audited product built through the system.

Lessons Learned

  • school The strongest proof for the system is the combination of repo, documentation, and shipped downstream output.