Postgres and Open Source Experts

Part 4 of our PostgreSQL Autovacuum Failure Series explores how session-level temp tables in RDS can silently stall autovacuum—and how we resolved it. Learn why monitoring and visibility are critical in managed cloud environments.

PgManage 1.3 is here with major updates including a redesigned dashboard UI, JSON export, code folding, PostgreSQL 17 support, and more. This release focuses on usability, performance, and cross-database compatibility, enhancing your workflow whether you're using PostgreSQL, MariaDB, MySQL, or others.

Series Summary: This is Part 3 of a multi-part series on PostgreSQL autovacuum failures.

In Part 2, we reproduced the autovacuum failure issue — now let’s understand why it happens. This post dives into PostgreSQL internals, explaining how autovacuum allocates its resources and why certain databases get “stuck” in maintenance limbo.

Why Does This Occur?

This behavior stems from how the autovacuum daemon allocates its resources. Autovacuum identifies the …

Series Summary: This is Part 2 of a multi-part series on PostgreSQL autovacuum failures.

In Part 1, we introduced the scenario where autovacuum mysteriously halts in a multi-database PostgreSQL cluster. Now, we’ll reproduce the issue using a lightweight test setup. This walkthrough will help you see the failure in action and understand how quickly your system can degrade.

How to Reproduce the Problem (and Watch PostgreSQL Go Sideways)

Let’s …

This blog series examines PostgreSQL autovacuum failures, focusing on temp tables and multi-database edge cases that cause bloat, slowdowns, or XID wraparound risks in complex environments.

Classic and untrue. It isn’t the DBAs that are the issue. It is the developers and their ego which is driven by the unrealistic expectations of the C-suite that is driven by the ridiculous assertions of the investors that drives this problem. DBAs may be an acquired taste but we are the ones that are constantly cleaning up after the developers who could never learn more than the ORM and think it is better to abstract over a framework to the point of job security through obscurity.

An interesting micro optimization for pg_dump is coming in PostgreSQL 18.

Background

On a recent call, a potential client shared their frustrations with the high costs and limitations of their managed services cloud platform. While reaching out to potential support providers, they often encountered companies that only supported PostgreSQL's community edition or pushed their closed-source editions. This experience highlighted the need for a consulting partner who takes a vendor-neutral approach.

Command Prompt prides itself on integrity, discipline, and excellence. We’re straight …

The latest version of PgManage has been released! PgManage 1.2 Release introduces new features and improvements, and addresses several bugs reported since the last release. Please update to the latest version at your earliest convenience.

New features:

• Implemented support for adding/changing table indexes in Schema Editor
• Implemented Postgres role editor
• Added SQL error annotations in the query editor
• Significant code completion improvements: added context-aware schema, table, view, column and function …

Planning and road-mapping updates not only address immediate issues but also contribute to long-term stability and security, helping your organization avoid major headaches down the road.