Product scaling
Fix the technical debt that is now slowing product growth
Improve reliability, architecture, release flow, and delivery confidence without freezing a post-traction roadmap.
Scaling signals
Technical debt becomes urgent when it changes product decisions
Slow releases
CI/CD, quality checks, and observability make delivery safer.
Reliability gaps
Stabilize the flows that active users already depend on.
Architecture drag
Make targeted changes that unblock roadmap velocity.