𝗧𝗵𝗲 𝗧𝗿𝗲𝗮𝘀𝘂𝗿𝗲 𝗛𝘂𝗻𝘁 𝗘𝗻𝗴𝗶𝗻𝗲 𝗡𝗲𝗮𝗿𝗹𝘆 𝗕𝗿𝗼𝗸𝗲 𝗢𝘂𝗿 𝗦𝗲𝗿𝘃𝗲𝗿
Our server strained. CPU usage spiked. Latency climbed. User growth broke our Treasure Hunt Engine.
I tried adding more CPU and memory. This failed. The problem was the design, not the resources.
I refactored the engine. I moved to a distributed architecture. I used Apache Kafka for a message queue. This let components scale on their own.
The results:
- CPU usage fell 30%.
- Latency fell 50%.
- Error rates fell from 5% to 1%.
Memory usage rose. I used Redis caching to fix this. Memory usage fell 20%.
Learn from my mistake. Do not throw hardware at a bad design. Analyze your performance metrics first. Use tools like Prometheus for visibility. Plan your systems for growth.