Blog

Thoughts in progress.

Drafts and notes about AI, consulting, and human-centered systems.

Human-First AI Systems

Draft | AI + people-centric delivery

Why the best automation keeps humans at the center and still ships fast.

Read draft

Bridging Code and Client

Draft | Consulting translation

The unseen work between requirements and true adoption.

Read draft