What new tools and technologies will emerge to optimize SQL queries?

Here are some new tools and technologies that are emerging to make it easier to develop, troubleshoot, and optimize SQL queries:

Visual query builders: Visual query builders allow users to create SQL queries without having to write any code. This makes it easier for non-technical users to create and manage databases.
Code editors with SQL support: Code editors with SQL support provide features such as syntax highlighting, code completion, and error checking. This can help developers to write SQL queries more quickly and accurately.
SQL query analyzers: SQL query analyzers can identify performance bottlenecks and potential errors in SQL queries. This can help developers to improve the performance and reliability of their SQL queries.
AI-powered SQL tools: AI-powered SQL tools can help developers to write SQL queries more efficiently and effectively. For example, some AI-powered SQL tools can generate SQL queries from natural language descriptions.
Cloud-based SQL tools: Cloud-based SQL tools make it easy to develop, troubleshoot, and optimize SQL queries in the cloud. This can eliminate the need for organizations to manage their own database infrastructure.
Here are some specific examples of new tools and technologies that are making it easier to develop, troubleshoot, and optimize SQL queries:

DBeaver: DBeaver is a universal database tool that supports a variety of database platforms, including MySQL, PostgreSQL, and Oracle Database. DBeaver provides a visual query builder, syntax highlighting, code completion, and error checking.
pgAdmin: pgAdmin is a free and open-source graphical user interface for PostgreSQL. pgAdmin provides a visual query builder, syntax highlighting, code completion, and error checking.
SQL Prompt: SQL Prompt is a code editor with SQL support. SQL Prompt provides features such as syntax highlighting, code completion, error checking, and query formatting.
Redgate SQL Monitor: Redgate SQL Monitor is a SQL query analyzer. SQL Monitor can identify performance bottlenecks and potential errors in SQL queries.
Google Cloud SQL: Google Cloud SQL is a cloud-based SQL database service. Google Cloud SQL provides a variety of tools for developing, troubleshooting, and optimizing SQL queries, such as a visual query builder and a query analyzer.
Overall, a variety of new tools and technologies are emerging to make it easier to develop, troubleshoot, and optimize SQL queries. These tools and technologies can help developers to write SQL queries more quickly and accurately, improve the performance and reliability of their SQL queries, and identify and fix performance bottlenecks and potential errors.

In addition to the tools and technologies listed above, I believe that we will see the emergence of new tools and technologies that leverage artificial intelligence (AI) and machine learning (ML) to make it even easier to develop, troubleshoot, and optimize SQL queries. For example, AI-powered SQL tools could be used to automatically generate SQL queries from natural language descriptions, or to identify and fix performance bottlenecks in SQL queries.