8 min read
AI: How to Use It and How Not to Use It
Use AI to accelerate, not to fake capability. Understand first, refine critically, and own the outcome.
aiauthenticitycareerengineeringethics
By Giovanni Martinez
Blog
Insights on database development, AI-powered tools, and modern DevOps practices
2 min read
The Modern Stack is Polyglot. Why are our tools still siloed?
If you're managing infrastructure today, you aren't just running PostgreSQL. You're running PostgreSQL, MongoDB, Redis, and more. Yet our tools remain siloed. Here is why iqtoolkit is different.
database-engineeringpostgresqlmongodbsredevopsarchitecture
By Giovanni Martinez
7 min read
Why the iqtoolkit Suite Exists
After 13+ years as a database professional, I built iqtoolkit to solve one problem: freeing DBAs from manual correlation hell so we can focus on what we actually want to do—architecture, automation, and engineering.
philosophydbaaiautomationdatabase administrationopsmttrdatabase automationai troubleshootingsre toolkit
By Giovanni Martinez