Writing
Notes on engineering, systems, and getting software into production.
Can we take messy SaaS exports from real companies and turn them into useful product, adoption, and cost signals without forcing every customer into a rigid template?
A practical data architecture for wearable telemetry: mobile sync, ingestion, streaming, lakehouse storage, feature windows, and serving surfaces.
CrewDock started from a simple frustration: terminal-heavy development still feels strangely fragmented on the desktop.