https://advenn.github.io/blog/tags/go/Recent content in Go on Asadbek KurbonovHugo -- 0.148.0en-usMon, 24 Nov 2025 22:00:00 +0100https://advenn.github.io/blog/posts/go-python-architecture/Mon, 24 Nov 2025 22:00:00 +0100https://advenn.github.io/blog/posts/go-python-architecture/<p><em>This is Part 2 of a series. Read <a href="../pandas-vs-polars-in-production/">Part 1: Pandas vs Polars in Production - Performance Comparison</a> for the background on the Polars migration.</em></p> <hr> <p>After migrating from Pandas to Polars, CPU performance improved dramatically—but a memory problem persisted. Despite extensive debugging, I couldn&rsquo;t identify the root cause. So I made a pragmatic decision: architect around it.</p> <p>This is the story of splitting a monolithic Python application into a Go orchestration service with Python workers, not because I fully understood the problem, but because I needed production to be stable.</p>