Best ChatGPT prompts for Software Developers

Given a database schema with 15 tables, each with an average of 10 columns, and a query that joins 5 of these tables with subqueries, analyze the query plan and suggest 3 alternative indexing strategies that could reduce the average query execution time by at least 30%, taking into account the existing table statistics and assuming a workload of 500 concurrent queries per second, provide a step-by-step plan for implementing these changes, including any necessary updates to the underlying schema or configuration files.

Analyze the provided log excerpts from a distributed API system, which include request IDs, timestamped error messages, and relevant system metrics, to identify the most likely root cause of intermittent 500 errors that occur approximately 5% of the time, considering both software and hardware factors, and provide a prioritized list of 5 potential contributing factors, along with a proposed plan for validating each hypothesis through targeted logging, monitoring, or A/B testing.

Compare and contrast the tradeoffs of implementing a microservices-based architecture versus a monolithic approach for a complex e-commerce application with 10 distinct features, each with its own scalability and availability requirements, considering factors such as development velocity, operational overhead, fault tolerance, and potential bottlenecks, provide a detailed analysis of the pros and cons of each approach, including estimated costs and resource utilization, and recommend a hybrid approach that balances the benefits of both, taking into account the existing technology stack and organizational constraints.

Design a domain-specific language (DSL) for describing deployment workflows, which can be used to generate executable scripts for automating the deployment of cloud-native applications on AWS, supporting features such as rolling updates, canary releases, and self-healing, provide a formal grammar for the DSL, along with a reference implementation in a programming language of your choice, and demonstrate its effectiveness by generating a deployment script for a sample application with 3 services and 2 environments.