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: What the project proved about the system and what should carry forward into the next build.
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: What shipped, what changed operationally, and what still needed to be watched after delivery.
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.
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.
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.
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 first implementation step and the tradeoff that made it worth shipping.