From product MVP to production systems
Challenge
The MVP proved demand, but the codebase and operating model were not ready for paying customers or a predictable release cadence.
What we built
Hardened product engineering: clearer domain boundaries, CI/CD, staging discipline and the operational surfaces teams need after launch.
Outcome
The product shipped on a cadence the business could trust, with fewer firefights and a path to add modules without rewriting the core.