I chose a nine out of ten for PostgreSQL on Ubuntu because everything is good, but I need it to be easier to understand and learn. The initial stage is a bit tough, and we do not have adequate sources to learn from. Regarding PostgreSQL on Ubuntu's AI capabilities, I think the accuracy and reliability of output are not fine, as we need more inputs and to train the modules with additional inputs. We need improvements for PostgreSQL on Ubuntu in AI capabilities.
Several things come to mind for improvements in PostgreSQL on Ubuntu. First, the monitoring and observability experience on Ubuntu could be smoother. Setting up proper visibility into query performance, slow query logs, and connection pool statistics requires additional tools such as pg_stat_statements or external monitoring solutions. It would be helpful if PostgreSQL on Ubuntu shipped with slightly more user-friendly native dashboards built-in, especially for developers who are not dedicated database administrators. Second, native vector similarity search would be valuable. We were doing semantic document retrieval as part of our pipeline, so we ended up using Pinecone as a separate vector database alongside PostgreSQL on Ubuntu rather than keeping everything in one system. PostgreSQL on Ubuntu has some emerging vector capabilities, but if native vector similarity search were more mature and performant out of the box, it would allow consolidating the architecture and reducing operational complexity. Additionally, full-text search, while functional, required extra configuration for our financial document use case. Having more intuitive defaults for that would lower the barrier to entry for search-heavy applications.
To better serve my sovereign bio-IT projects such as France Farms, PostgreSQL on Ubuntu could be improved in three key areas. First, a native GUI for hashing security management would be beneficial; while the pgcrypto extension is powerful, having a native Ubuntu-optimized graphical interface for managing cryptographic keys and audit logs would lower the barrier for non-expert administrators in the field. I have been good at this because I was really focused on getting France Farms to work, and I used my flavor of AI to assist me. Second, automated edge-to-cloud syncing would be a game-changer; a built-in lightweight tool for offline-first synchronization would be invaluable in regions such as the Caribbean, South America, or Africa, where internet connectivity can be intermittent. Having a native Ubuntu service that manages PostgreSQL on Ubuntu data syncing to AWS automatically when the connection is restored would improve the trust machine's reliability. Third, streamlined ZFS integration for data snapshots would help ensure absolute data integrity. Integrating ZFS file system snapshots directly onto PostgreSQL on Ubuntu management tools on Ubuntu would allow for transparent, instant, tamper-proof backups, giving sovereign projects an extra layer of defense against accidental data loss or hardware failure.
PostgreSQL on Ubuntu can be improved by providing some inbuilt AI agent mode, as nowadays many applications are offering such features. The installation process can sometimes be confusing for new users, as it mostly relies on terminal commands where a small mistake can create issues. A more guided and simplified installation process would be helpful, along with improved documentation so users can easily install and use it. Additionally, we can enhance GUI support and modify the GUI design of the tool. Tools such as pgAdmin are available, but they are not always smoothly integrated, so a more seamless graphical interface could be beneficial. Clear error messages and troubleshooting support are also necessary.
From an improvement perspective, the UI of PostgreSQL on Ubuntu can be somewhat better because from my experience, it is outdated compared to current UI generations, and the reliability without changing the entire system architecture can also be improved, along with optimizing index management such as adding proper indexes and removing unused ones. Documentation for PostgreSQL on Ubuntu can also be improved because it is quite old and not easy for most people to understand, so that is one area that could see enhancement.
Consultant at a tech vendor with 10,001+ employees
Real User
Top 5
Dec 16, 2025
PostgreSQL on Ubuntu can be improved because it is a bit slower than other solutions I have used. I would also appreciate the ability to use the EXPLAIN ANALYZE tool.
I did notice one downside about PostgreSQL on Ubuntu. Certain queries were not behaving in the same way that SQL Server was handling those queries. I found the handling of those queries done by SQL Server was slightly better than PostgreSQL on Ubuntu. Maybe it makes more sense to use AI for configuration in future updates of PostgreSQL on Ubuntu so that the database is automatically optimized for the best performance for a given hardware. AI could be used for this purpose.
Asynchronous replication will help in managing data distribution and seeing benefits, but I'm not certain as I have not worked with such tasks in PostgreSQL on Ubuntu. I've resolved similar things in non-SQL databases such as MongoDB, but I haven't attempted those functionalities in PostgreSQL on Ubuntu due to their complexity.
We have not faced any errors, and for our purposes, PostgreSQL on Ubuntu is working perfectly. However, integrating AI features for analytical data generation might be beneficial as our processes are increasingly dependent on AI tools.
PostgreSQL on Ubuntu delivers advanced queries, robust extensions like PostGIS, JSONB support, and reliability backed by a strong community. It efficiently handles complex joins, CTEs, and transactions. Its customizable architecture suits diverse use cases.PostgreSQL on Ubuntu stands out with its advanced feature set, enabling organizations to handle semi-structured data and execute complex queries with ease. Its extensions, such as PostGIS, add spatial data functionality, while JSONB support...
I chose a nine out of ten for PostgreSQL on Ubuntu because everything is good, but I need it to be easier to understand and learn. The initial stage is a bit tough, and we do not have adequate sources to learn from. Regarding PostgreSQL on Ubuntu's AI capabilities, I think the accuracy and reliability of output are not fine, as we need more inputs and to train the modules with additional inputs. We need improvements for PostgreSQL on Ubuntu in AI capabilities.
Several things come to mind for improvements in PostgreSQL on Ubuntu. First, the monitoring and observability experience on Ubuntu could be smoother. Setting up proper visibility into query performance, slow query logs, and connection pool statistics requires additional tools such as pg_stat_statements or external monitoring solutions. It would be helpful if PostgreSQL on Ubuntu shipped with slightly more user-friendly native dashboards built-in, especially for developers who are not dedicated database administrators. Second, native vector similarity search would be valuable. We were doing semantic document retrieval as part of our pipeline, so we ended up using Pinecone as a separate vector database alongside PostgreSQL on Ubuntu rather than keeping everything in one system. PostgreSQL on Ubuntu has some emerging vector capabilities, but if native vector similarity search were more mature and performant out of the box, it would allow consolidating the architecture and reducing operational complexity. Additionally, full-text search, while functional, required extra configuration for our financial document use case. Having more intuitive defaults for that would lower the barrier to entry for search-heavy applications.
To better serve my sovereign bio-IT projects such as France Farms, PostgreSQL on Ubuntu could be improved in three key areas. First, a native GUI for hashing security management would be beneficial; while the pgcrypto extension is powerful, having a native Ubuntu-optimized graphical interface for managing cryptographic keys and audit logs would lower the barrier for non-expert administrators in the field. I have been good at this because I was really focused on getting France Farms to work, and I used my flavor of AI to assist me. Second, automated edge-to-cloud syncing would be a game-changer; a built-in lightweight tool for offline-first synchronization would be invaluable in regions such as the Caribbean, South America, or Africa, where internet connectivity can be intermittent. Having a native Ubuntu service that manages PostgreSQL on Ubuntu data syncing to AWS automatically when the connection is restored would improve the trust machine's reliability. Third, streamlined ZFS integration for data snapshots would help ensure absolute data integrity. Integrating ZFS file system snapshots directly onto PostgreSQL on Ubuntu management tools on Ubuntu would allow for transparent, instant, tamper-proof backups, giving sovereign projects an extra layer of defense against accidental data loss or hardware failure.
PostgreSQL on Ubuntu can be improved by providing some inbuilt AI agent mode, as nowadays many applications are offering such features. The installation process can sometimes be confusing for new users, as it mostly relies on terminal commands where a small mistake can create issues. A more guided and simplified installation process would be helpful, along with improved documentation so users can easily install and use it. Additionally, we can enhance GUI support and modify the GUI design of the tool. Tools such as pgAdmin are available, but they are not always smoothly integrated, so a more seamless graphical interface could be beneficial. Clear error messages and troubleshooting support are also necessary.
From an improvement perspective, the UI of PostgreSQL on Ubuntu can be somewhat better because from my experience, it is outdated compared to current UI generations, and the reliability without changing the entire system architecture can also be improved, along with optimizing index management such as adding proper indexes and removing unused ones. Documentation for PostgreSQL on Ubuntu can also be improved because it is quite old and not easy for most people to understand, so that is one area that could see enhancement.
PostgreSQL on Ubuntu can be improved because it is a bit slower than other solutions I have used. I would also appreciate the ability to use the EXPLAIN ANALYZE tool.
I did notice one downside about PostgreSQL on Ubuntu. Certain queries were not behaving in the same way that SQL Server was handling those queries. I found the handling of those queries done by SQL Server was slightly better than PostgreSQL on Ubuntu. Maybe it makes more sense to use AI for configuration in future updates of PostgreSQL on Ubuntu so that the database is automatically optimized for the best performance for a given hardware. AI could be used for this purpose.
Asynchronous replication will help in managing data distribution and seeing benefits, but I'm not certain as I have not worked with such tasks in PostgreSQL on Ubuntu. I've resolved similar things in non-SQL databases such as MongoDB, but I haven't attempted those functionalities in PostgreSQL on Ubuntu due to their complexity.
We have not faced any errors, and for our purposes, PostgreSQL on Ubuntu is working perfectly. However, integrating AI features for analytical data generation might be beneficial as our processes are increasingly dependent on AI tools.