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The gap between a standard your platform team defines and a codebase that actually reflects it is where engineering capacity quietly disappears.

Introducing Maintenance Agent- Automate code maintenance at scale

Innovation rarely gets blocked by one big thing. It gets suffocated by a pile of small things: re-litigating decisions in PRs, inconsistent service readiness, chasing dependency drift, routing follow-ups, updating docs, fixing flaky tests, and rebuilding the same “baseline checks” every time a new service shows up. Those paper cuts don’t just hurt—they compound.