Three senior engineers who have spent the last decade building and running machine-learning infrastructure at series B through public-company scale. No managers, no producers, no account leads. The person who takes your call is the person writing the code.
Four-to-six weeks is the longest surface over which a small team can hold a coherent picture of a shipping system without losing fidelity to the code. Shorter sprints trade depth for tempo; longer ones trade tempo for scope creep. Six is the ceiling.
We run one sprint at a time. When one finishes, the next one starts — or it doesn't, and the studio takes the week off.