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.
Replaced spreadsheet-driven telecom provisioning with a self-service platform that let customers manage their own numbers and routing, cutting provisioning turnaround from 24–72 hours to about 15 minutes: What the project proved about the system and what should carry forward into the next build.
Replaced spreadsheet-driven telecom provisioning with a self-service platform that let customers manage their own numbers and routing, cutting provisioning turnaround from 24–72 hours to about 15 minutes: What shipped, what changed operationally, and what still needed to be watched after delivery.
Replaced spreadsheet-driven telecom provisioning with a self-service platform that let customers manage their own numbers and routing, cutting provisioning turnaround from 24–72 hours to about 15 minutes: The final build step before the system was ready to ship and operate.