59e78e52 C915 40c5 Ac8a 931aa5416fe9

Source document

- Monitor the logs to confirm that the system is performing as expected. 2. **Optimize and Scale**: - Optimize the complexity calculation and window resizing logic for better performance. - Scale the system by increasing the number of worker threads or distributing the workload across multiple instances. 3. **Iterate and Improve**: - Use the logs and performance metrics to identify bottlenecks and areas for improvement. - Iterate on the design to enhance the system's capabilities and reliability. Would you like to proceed with implementing these changes, or do you have any additional questions about the modular architecture design or stress testing? [Turn 8170] User: Sounds good! I'll implement the modular architecture you suggested and test it out. I'll definitely keep an eye on the logs to see how it performs with different queries. Looking forward to seeing how it handles the throughput and uptime targets. Let's do this! [Turn 8171] Assistant: Great! I'm glad you're ready to implement and test the modular architecture. Here are some final steps and tips to ensure you get the most out of your implementation: ### Implementation Steps