David Fox-Powell · Principal AI Architect
Foundations for what you're already building.
Audits, rebuilds, and a subscription that ships the operator's working notes to your agent every weekday. The bridge between what vibe-coding gives you and what a production system actually needs.
Defrag subscription
Three tiers, one install path.
Free weekly digest of what's moving across the AI tooling space. Pro adds daily updates plus the operator's actual working notes, plus auto-install manifests your agent runs with per-action approval. Premium lays the full monorepo substrate on first contact, then maintains it.
See pricingConsulting
When the subscription isn't enough.
For teams that need foundations laid bespoke to their stack. Production readiness audits for Lovable prototypes, cross-CLI orchestration buildouts, agentic CMS migrations. Each starts with a short diagnostic before any rebuild work.
View servicesThe publication
The thinking that drives this practice lives at thedefrag.ai. Essays on the intersection of Claude, consciousness, and code. The "what actually works" archive.