Legacy module, three nested calls, zero comments. Gjalla gives me a clear, readable explanation of the code’s intent, which is exactly the kind of starting point I want before I touch unfamiliar logic. What I like most is having documentation closer to the code itself, along with AI recommendations and just the right level of support. That way, when I come back to a function weeks later, I spend far less effort reconstructing the original thinking.

I like gjalla because it makes it easy to find relevant information without having to search across different platforms. The straightforward interface lets me quickly get a better understanding of a company, its people, and the different roles within the business. I also value that I don't have to spend much time figuring out how to use the platform before actually finding what I need. The clean and intuitive interface allows me to search, explore profiles, and move between different information smoothly without getting lost or overwhelmed. Overall, gjalla saves me time by providing a clear overview in one place, and the initial setup was pretty simple.

I like Gjalla's ability to combine the MCP server integration with automated drift detection to give accurate guidance for our AI coding assistants, ensuring that they write architecture-compliant code. I also appreciate its Automated Architecture Visuals feature, which continuously generates sequence diagrams and system maps straight from code changes. Additionally, the capability and drift tracking features are very useful, as they automatically flag architectural violations or breaking changes on pull requests. The technical deployment was easy, taking under 30 minutes to install the CLI, hook up the MCP server, and run the initial repo scan.