Introducing Self-Healing Sandboxes: Code That Fixes Itself
Learn how Nerdics runs AI-generated backend code in isolated sandboxes, captures runtime errors, and retries fixes before deployment.
Why self-healing sandbox matters
AI-generated code is only useful when it can be executed and verified. Nerdics self-healing sandboxes close the gap between generated code and working backend systems by running code in an isolated Linux environment before it reaches production.
When a generated backend fails, Nerdics captures the runtime error, feeds the observed failure back into the development loop, applies a targeted fix, and retries execution. The goal is not to hide failures, but to make them visible and actionable.
This workflow is especially useful for generated APIs, database-backed services, and business logic where static review is not enough. Teams can inspect what happened, keep ownership of the source code, and decide when the system is ready to ship.