I Was Summoning Ghosts Until I Learned to Build the Machine
A personal technical narrative about moving from ephemeral prompt-built capability to governed context, versioned intent, bounded agent work, and durable human authority.
Rapid AI-assisted prototyping should become visible to development teams early, while active engineering collaboration should occur through stable, reproducible checkpoints rather than against a continuously changing experimental branch.
Published
AI Assisted DevelopmentEngineering GovernanceProduct PrototypingSoftware Delivery