Writing
Case studies and blog posts on architecture, operations, and delivery: what worked, what failed, and what is reusable.
Method
The unified perspective behind everything else: six principles, four playbooks.
Explicit Control Loops · Evidence First, Measure Before You Optimize · Warnings Over Errors, Graceful Degradation by Default · One Config, Many Surfaces · Contract-Driven Integration · GitOps as the Boring Substrate
AI-Assisted Dev Adoption Loop · AI Infrastructure Readiness Audit · Healthcare Integration Onboarding · Agent Rollout With Guardrails
Introducing AI-Assisted Dev to a New Team · Auditing and Stabilizing GPU Infrastructure · Healthcare Integration From Scratch · Rolling Out Production Agents
Every post and case study with its principle and playbook tags — filter by any of them.
Case Studies
Real implementations with metrics, stack details, and lessons learned.
Blog
Technical notes, implementation updates, and deeper dives.
Loom Mills: From Agent Swarms to Software Production Lines
The next Loom Core orchestration layer turns roadmap intent into reviewed, gated, observable work. The internal codename was Hive; the product metaphor is moving toward Mills.
The First 90 Days: Introducing AI-Assisted Dev to a New Team
How I would roll out AI-assisted development on a team that has not standardized: what to do in week one, what to earn the right to argue about later, and what almost always goes wrong.