New Infrastructure for Scale
Infrastructure is the foundation everything else is built on. When it's right, it's invisible — the platform just works. When it's not right, it limits everything: how many users you can serve, how fast pages load, how reliably workflows run.
We completed a significant infrastructure redesign this month.
What Changed
Database architecture. The database layer was restructured to separate read and write concerns, route queries more efficiently, and handle concurrent load without contention. Write-heavy operations (saving records, running workflows) no longer compete with read-heavy operations (loading lists, generating reports).
Worker infrastructure. Background processes — email delivery, document generation, import/export jobs — moved to a dedicated worker infrastructure with independent scaling. A spike in email sending doesn't slow down page loads. A large import doesn't affect other workspaces.
Caching layer. A new caching strategy with clear invalidation rules replaced the previous ad-hoc approach. More data is cached, for longer, with precise invalidation when underlying data changes. The result is fewer database hits on every request.
Load distribution. Incoming requests are now distributed more intelligently, with routing that considers current server load and sticky routing for operations that benefit from it.
The Capacity Numbers
The redesigned infrastructure comfortably handles a significantly larger number of simultaneous users. Datasets that previously showed degraded performance beyond certain sizes now perform consistently at multiples of those sizes.
Built for the Next Phase
The redesign wasn't only about fixing current limitations. It was about building an infrastructure that can grow with the platform's ambitions without requiring another complete overhaul.
The new architecture is designed to scale horizontally — adding capacity by adding resources, not by rebuilding. As demand grows, the infrastructure grows to meet it.
More workspaces, larger teams, bigger datasets. The infrastructure is ready for what's next.