Skip to main content
Try Before You Pay — Your First Class Is FREE!
Goalbi Academy

The Goalbi Academy blog

Practical AI

AI Agents vs AI Workflows: What Is the Difference?

An AI workflow follows a designed sequence of steps. An AI agent has more freedom to choose actions or tools as it works toward a goal. The right choice depends on how much uncertainty and autonomy the task actually needs.

Small software team collaborating around a laptop and an automation workflow on a large screen.

Slide 1 of 4: AI Agents vs AI Workflows: What Is the Difference?

All articles

Technical notes on databases, SQL, systems, and the decisions behind their day-to-day operation.

Sort articles

Showing 10–18 of 18 articles

  • Cloud engineer comparing database architecture from a modern workstation.

    Azure SQL

    Azure SQL Database vs SQL Server: What Changes for a DBA?

    Moving from SQL Server to Azure SQL Database does not remove database administration; it changes where the operational boundary sits. Microsoft manages more of the platform, while the DBA focuses more on data, security, performance, resilience and cost-aware service configuration.

    4 min read

  • Database professional studying a complex query-plan style workflow on a large monitor.

    SQL Server Performance

    Execution Plans in SQL Server: What Beginners Need to Understand

    An execution plan is SQL Server's chosen strategy for running a query. You do not need to memorize every operator to start using plans; you need to understand the flow, the estimates and the places where work becomes expensive.

    5 min read

  • Database engineer analysing a complex system issue on multiple computer monitors.

    SQL Server Performance

    SQL Server Blocking vs Deadlocks: What Is the Difference?

    Blocking and deadlocks both involve sessions waiting on locks, but they are not the same problem. Blocking can be normal and temporary; a deadlock is a cycle SQL Server must break by choosing a victim.

    4 min read

  • IT professional troubleshooting database performance at a multi-monitor workstation.

    SQL Server Performance

    How to Troubleshoot a Slow SQL Server: Where to Start

    When someone says 'SQL Server is slow,' the statement is too broad to fix. The first job is to narrow the symptom, establish what changed and collect evidence before touching configuration.

    5 min read

  • IT security professional reviewing user access controls on a laptop.

    SQL Server Administration

    SQL Server Logins vs Users: What Is the Difference?

    A login gets an identity into the SQL Server instance; a database user represents that identity inside a database. Confusing those two layers causes many common security and migration problems.

    4 min read

  • IT engineer working on system recovery at a multi-monitor workstation.

    SQL Server Administration

    SQL Server Recovery Models Explained: Simple vs Full vs Bulk-Logged

    Recovery model is not just a setting to change when the transaction log grows. It controls how SQL Server manages log information and what kinds of recovery are possible. Choosing the model should follow business recovery requirements.

    4 min read

  • IT administrator monitoring systems from a professional multi-monitor workstation.

    SQL Server Administration

    What Does a SQL Server DBA Actually Do?

    A SQL Server DBA does much more than run queries. The role combines data protection, access control, monitoring, troubleshooting, automation, maintenance and careful change management. Here is what the work looks like when databases support real applications.

    6 min read

  • IT professional working at a computer in a server operations environment.

    SQL Server Administration

    How to Become a SQL Server Database Administrator: A Practical Roadmap

    Becoming a SQL Server database administrator is not about memorizing commands. A good DBA learns how SQL Server works, how to protect and recover data, how to manage access, and how to investigate problems without making them worse. This roadmap explains what to learn and in what order.

    7 min read

Available