Back home

Bits & Pieces

The Last Stack Frame

Chapter 4 of 5 ยท July 11, 2026

The legacy system had been running for 47 years without interruption. It was written in COBOL, ran on a mainframe the size of a refrigerator, and processed the pension calculations for over two million people.

Jamaal's job was to retire it.

"The code is incomprehensible," he told his manager. "There are comments in three different languages, goto statements that span hundreds of lines, and at least one function that appears to be calculating something using astrology."

"Can you replace it?"

"Eventually. But I need to understand every edge case first. If I get the calculation wrong by even a fraction of a percent, two million people's retirement savings could be affected."

So Jamaal did what any good engineer would do: he wrote tests. Thousands of them. For every input combination he could find in the historical data, he captured the expected output. For six months, he built a safety net around the ancient system.

Then one day, he replaced the mainframe with a single microservice running on a serverless platform. The tests passed. The pensions went out on time. Nobody noticed.

That, Jamaal reflected, was the highest compliment a system replacement could receive. The invisible work of making the complex simple, the fragile robust, the incomprehensible transparent.

He closed his laptop and walked out into the evening light, the last stack frame of the old system receding into history.