Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
Built an in-house live-streaming and engagement platform to replace Zoom for live instruction, integrated directly into the LMS, supporting 2,000+ concurrent users per session at ~30% lower streaming cost: The final build step before the system was ready to ship and operate.
Migrated the full production environment off AWS onto DigitalOcean in a one-week window between sales cycles — 30+ services, five platforms, ~4TB of data — and cut infrastructure cost roughly in half: The final build step before the system was ready to ship and operate.
Built, solo, a multi-tenant SaaS that turns messy optical insurance and reimbursement logic into a rules engine opticians can follow: The final build step before the system was ready to ship and operate.
Migrated the full production environment off AWS onto DigitalOcean in a one-week window between sales cycles — 30+ services, five platforms, ~4TB of data — and cut infrastructure cost roughly in half: How the implementation kept moving without adding avoidable complexity.
Built an in-house live-streaming and engagement platform to replace Zoom for live instruction, integrated directly into the LMS, supporting 2,000+ concurrent users per session at ~30% lower streaming cost: How the implementation kept moving without adding avoidable complexity.
Migrated the full production environment off AWS onto DigitalOcean in a one-week window between sales cycles — 30+ services, five platforms, ~4TB of data — and cut infrastructure cost roughly in half: The next build step, with the constraint that shaped the design.