Practical AI
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.
Slide 1 of 4: AI Agents vs AI Workflows: What Is the Difference?
Technical notes on databases, SQL, systems, and the decisions behind their day-to-day operation.
Showing 1–9 of 18 articles
Practical AI
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.
4 min read
Practical AI
RAG lets an AI application retrieve relevant information from a controlled knowledge source and provide that context to the model before it answers. It is a practical way to ground responses in your own or current information.
4 min read
Practical AI
An API is a controlled way for one piece of software to interact with another. In AI development, your application sends a request to a model service and receives a response it can validate, display or use in the next step.
4 min read
Practical AI
You do not need programming experience to start learning AI. You can first learn how models behave, how to prompt and verify results, and how AI fits into real work. Programming becomes important when you want to build repeatable applications and integrations.
4 min read
IT Foundations
A server is not defined by its shape. It is a computer or service that provides resources or functionality to other systems. The same idea can exist on physical hardware, a virtual machine or a managed cloud platform.
4 min read
IT Foundations
IP addresses identify devices, DNS translates names, and DHCP helps devices receive network settings automatically. Understanding how the three fit together makes basic network troubleshooting much easier.
5 min read
IT Foundations
You do not need to be an expert before starting in IT, but basic computer confidence matters. These are the everyday skills that make technical courses, labs and troubleshooting much easier.
5 min read
Azure SQL
Azure SQL administration combines familiar database fundamentals with cloud-specific responsibilities such as service selection, private connectivity, Microsoft Entra identity, Azure monitoring and cost-aware scaling.
4 min read
Azure SQL
All three options can run SQL workloads in Azure, but they give you different levels of platform management, SQL Server compatibility and infrastructure responsibility.
4 min read
