Notes
Writing on engineering, in production.
Field notes on the work — machine learning, software, hardware integration, and the realities of shipping production technology as a consultancy.
Introducing Voight Labs
Why we started a boutique engineering studio for machine learning, web platforms, and hardware-software systems — and what we actually do for clients.
Shipping machine learning to production: what actually matters
A practical checklist from our machine learning consulting work — the parts of an ML project that decide whether it stays in production or quietly dies.
Why the engineering studio model works
Notes on running a lean technology consultancy: a small senior core, a vetted network of specialists, and an explicit choice not to scale into an agency.