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Practical database and cloud insights from Six Column Solutions.

AIConsultingCareerDatabase EngineeringSoft SkillsJunior Engineers

AI Is a Tool. Treat It Like One.

AI accelerates output but doesn't transfer understanding. Four practical rules for engineers and consultants on what to build, what to ship, and what to never put in a prompt.

May 7, 2026Read post →
CockroachDBPostgreSQLDistributed SQLAWSGCPDatabase ArchitecturePerformance

CockroachDB Is Not a Drop-In Replacement for PostgreSQL. But It's Not Trying to Be.

CockroachDB speaks the PostgreSQL wire protocol — but wire compatible and drop-in replacement are not the same thing. Here's what that distinction costs teams who skip it, and what it takes to run CockroachDB the right way.

April 16, 2026Read post →
SQL ServerAWSGCPPostgreSQLFinOpsCloud MigrationCareer

SQL Server DBA to Cloud DBA: The Mental Model Shift Nobody Warns You About

Moving from SQL Server to cloud databases like Aurora PostgreSQL or Cloud SQL requires more than technical skill — it requires a shift in how you think about performance, cost, and control.

April 1, 2026Read post →
AWSAurora PostgreSQLFinOpsCost Optimization

We Cut Aurora PostgreSQL Cost by 78%. Not by Tuning Queries — But by Changing the Pricing Model.

A high-throughput Aurora PostgreSQL workload looked healthy, but ~75% of cost was driven by I/O. Switching to I/O-Optimized reduced daily cost by 78%.

March 31, 2026Read post →
SQL ServerDisaster RecoveryBackupsRTOAutomation

When Disaster Recovery Fails: A Lesson Every DBA Learns the Hard Way

A real-world disaster recovery failure that exposed untested backups, missed RTOs, and the hard lesson that backups are not the same thing as recovery.

March 21, 2026Read post →
SQL ServerDisaster RecoveryBackupsBest Practices

Why You Should Be Testing Your SQL Server Backups (And How to Do It)

A backup that has never been restored is not a backup — it is a hope. This post walks through a practical approach to verifying your SQL Server backup strategy before disaster strikes.

March 18, 2026Read post →