Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
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 first implementation step and the tradeoff that made it worth shipping.
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: Why the chosen direction fit the constraint better than patching around the edges.
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 next build step, with the constraint that shaped the design.
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 problem surfaced, what the evidence showed, and why the old path stopped holding up.
Built, solo, a multi-tenant SaaS that turns messy optical insurance and reimbursement logic into a rules engine opticians can follow: 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: A practical overview of the system, the constraint that shaped it, and the work flow behind the build.