Coding & Quirks on Embedinker Labshttps://lab.embedinker.com/coding/Recent content in Coding & Quirks on Embedinker LabsHugoen-usSun, 12 Jul 2026 15:00:00 +0000Processing Gigabytes of JSON: Why Streaming is the Only Way to Scalehttps://lab.embedinker.com/coding/processing-massive-json-streaming-vs-dom/Sun, 12 Jul 2026 15:00:00 +0000https://lab.embedinker.com/coding/processing-massive-json-streaming-vs-dom/Avoid the 'DOM Trap' when parsing massive JSON files. Learn how to use streaming pipelines and on-the-fly decompression to process 10GB+ files with minimal RAM.Processing Billions of Integers: A Lesson in Memory Efficiency and Bit Manipulationhttps://lab.embedinker.com/coding/processing-billions-of-integers-memory-efficiency/Tue, 07 Jul 2026 10:45:00 +0000https://lab.embedinker.com/coding/processing-billions-of-integers-memory-efficiency/How to analyze 4GB of raw binary metadata using only 1GB of RAM by leveraging mmap and a 2-bit state machine.