Rewriting Software: Avoid Maintaining Three Parallel Codebases
When software rewrites go wrong, organizations can end up maintaining multiple unfinished systems instead of achieving a clean transition.
Avoiding this trap requires strategic planning, realistic timelines, and disciplined execution.
Every rewrite begins with a story of ambition. A development team looks at an aging system and imagines a cleaner, faster, and more modern replacement. On paper, it sounds like a fresh start. In practice, however, the story often takes a different turn.
Take one company’s journey. Their foundation was a large system built in Java. Over time, frustrations grew—new developers found the code difficult to work with, and the leadership believed that a move to Microsoft’s ecosystem would unlock productivity. So they began a rewrite in ASP.NET. The promise was a smooth transition, but reality intervened. Customers still relied on the Java platform, so it had to be maintained alongside the new system. The ASP.NET rewrite dragged on, and before it was ever finished, another trend appeared: .NET Core, offering cross-platform power and modern performance.
Not wanting to fall behind, the company began a third rewrite, this time in .NET Core. But the same pattern repeated. The legacy systems never went away, and the new system never fully replaced the old. Years later, the company found itself maintaining three different systems—Java, ASP.NET, and .NET Core—none complete, all essential.
Lessons from the Rewrite Cycle
What began as a quest for modernization turned into a tangled web. Every bug fix or new feature had to be implemented in multiple places. Every developer had to learn multiple stacks. The cost was more than just money—it was lost focus, slower innovation, and a creeping sense of frustration.
Stories like this one remind us that rewrites are rarely just about code. They’re about people, priorities, and planning. Avoiding the trap requires a shift in mindset. It means taking the long view, where migrations are guided by clear end goals rather than the allure of shiny new technologies. It means moving piece by piece, gradually refactoring and replacing rather than betting everything on a complete restart. And, most importantly, it means committing to the journey—resourcing the effort properly and setting real timelines to finally retire the old system instead of letting it linger forever.
Conclusion
Technology will always continue to evolve, but pursuing every new trend without a clear strategy can leave organizations trapped in their own legacy—maintaining three systems when they only ever needed one.
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