The accidental-success problem
A product can find users before its codebase, integrations, and internal operations are prepared for success. The symptoms are familiar: unreviewed AI-assisted or hurried code, manual workarounds, missing observability, brittle integrations, unclear ownership, and software costs that rise faster than the business.
What changes
We assess the real system—not an idealized greenfield version—then prioritize the work that reduces operational risk and restores control. That may mean hardening a customer-facing service, repairing an integration, establishing an owned analytics path, replacing a high-friction vendor dependency, or documenting an architecture that only one person currently understands.
No reflexive rewrite
A rewrite is not a strategy by itself. We reduce technical debt systematically, preserving what works and changing what is unsafe, expensive, or impossible to maintain.
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