How I learned to architect conversational AI systems with modular objectives instead of cramming everything into a single massive prompt.

I run my entire life through three layers: Obsidian as my second brain, Claude Code as my execution engine, and my wife Nancy as the human coordination layer. Here's how it works and why it changed everything.

I used 9 specialized Claude Code agents working in parallel to build MakerVault. 33 commits in a single day, zero merge conflicts, zero broken builds. Here's the system.

I built MakerVault in 72 hours with 49 commits, 18,550 lines of code, and zero architectural rewrites. Here's why planning before coding is the fastest way to ship.

A 7-phase framework for going from validated idea to shipped product in under 48 hours using AI-assisted development. Proven with MakerVault: 49 commits, 18,550 lines of code, zero refactors.

Everyone's trying to replace customer support with AI. I'm building something better: Agent-First AI with a self-improving knowledge loop that gets smarter with every ticket — zero hallucinations, quality maintained.