$ cat post/memory-leak-found-/-we-named-the-server-badly-then-/-the-log-is-silent.md
memory leak found / we named the server badly then / the log is silent
Title: When Python Was Still a New Toy
December 5th, 2005. I remember the day clearly—like many others did—for it was the week Firefox launched and Google hired more than the rest of its competitors combined. The tech world buzzed with excitement, but for me, it was just another day at the office.
We had been running our web application on a basic LAMP stack since 2004, and it served us well. But as the load grew, we started to hit limitations. Our scripts were written in Perl back then—some of them dating back to 1997, when Perl was king. They worked, but they weren’t exactly elegant or maintainable.
A few months before this day, my boss brought up Python. “Why not try it?” he said. “It’s cleaner and has a more modern feel.” I wasn’t sure at first—Perl had its quirks, but it got the job done. However, after some research, we decided to give Python a shot for our next project.
The project was simple: an internal web-based dashboard for monitoring server health. We would use Django (version 0.87 back then), which promised to make web development faster and easier. The idea seemed promising, but there were always doubts. Would it be enough? Would it integrate well with the existing infrastructure?
We started small, converting a few scripts from Perl to Python. The syntax was different, sure, but not hard to pick up. The real challenge came when we tried to integrate our custom authentication system into Django. We needed to extend some of its built-in models and views to fit our needs.
That’s where the fun began. I spent hours debugging a mysterious issue: our custom authentication system would fail intermittently. It seemed like a race condition or some threading bug, but no matter how many times we ran it, we couldn’t repro the problem reliably. Our logs were filled with errors and warnings that didn’t make sense.
We debugged line by line, stepped through the code in GDB (GNU Debugger), and eventually narrowed down the issue to a locking mechanism in Django’s session handling. It was a tricky one, involving signals and slots—concepts I wasn’t very familiar with. After hours of frustration, we fixed it, and our dashboard worked like a charm.
But that wasn’t all. As we moved more and more functionality into Python, the Perl scripts started to feel outdated. They were slow, hard to maintain, and didn’t fit well with the modern web development practices. So, one by one, they began their long retirement.
The transition was smoother than expected. Our team was growing, and as we onboarded new developers, we found that Python attracted more of them—perhaps because it felt like a new toy compared to Perl’s dull syntax and quirks.
By the end of 2005, our internal dashboard was fully functional, using Django for the web interface and running on a Xen hypervisor. We were proud of what we had achieved. The tech world was changing rapidly—Firefox launched just as we were wrapping up our project—but in our corner of the universe, Python had become our go-to tool.
Looking back, it’s fascinating to see how much has changed since then. Perl is still around, but its use cases have shrunk significantly. Django is now a mature framework with millions of users, and Python itself has evolved into one of the most popular programming languages in the world.
But that’s another story for another day. For today, I’m just glad we decided to give Python a chance. It made our lives easier, and more importantly, it helped us grow as engineers.
This blog post is written from the perspective of someone experienced with Perl and transitioning to Python around 2005. The events and technologies mentioned are based on what was happening in the tech world during that time.