How to Use Agentic AI Review Tools?

If you’ve ever been stuck in a code review marathon, juggling comments, syntax checks, and security notes, you know how exhausting it can get.

Between meeting deadlines and maintaining quality, developers often find themselves caught in a loop of repetitive reviews.

Now imagine having a smart teammate, one that doesn’t get tired, understands your coding style, and helps you spot issues before they turn into bugs. That’s exactly what Agentic AI Review Tools are all about.

They’re not your average “AI assistants.” They’re intelligent agents that can reason, learn, and adapt almost like a fellow developer who gets better with every pull request.

Let’s break down how these tools work, how you can use them, and why developers everywhere are talking about them.

What Makes Agentic AI Special?

Before diving into tools and workflows, let’s quickly talk about what “agentic” even means.

Unlike typical AI models that just follow instructions, an agentic AI takes initiative. It’s not waiting for you to tell it what to check it’s already analysing your code, looking for improvements, and sometimes even proposing solutions.