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: Why the chosen direction fit the constraint better than patching around the edges.
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.
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.