AI coding assistants provide immense productivity gains when used effectively, but the majority of the time they fall short when it comes to execution. Dependency management is not an exception and remains a major roadblock in software hygiene and delivery.

Dependency upgrades are critical for security and stability, but they are notorious for blocking software delivery. This disruption happens because failures extend beyond simple code edits - they touch the entire software lifecycle.

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