The Problem

Software is changing faster than humans can understand it. AI coding assistants are writing production code. Architecture decisions are happening implicitly. Documentation never stabilizes because nothing stabilizes.

The result? Teams don't actually know how their systems work anymore. Not because they're bad at engineering—because the pace of change has fundamentally shifted.

What gjalla Does

gjalla continuously analyzes your codebase to understand your system's architecture—what it actually does, not what someone documented months ago. As your code evolves, gjalla tracks what changed conceptually, not just line by line.

This gives teams a source of truth above the code. Engineers, product managers, and sales teams share one understanding of how the system works—grounded in implementation, updated automatically.

Why Now

AI will write more code. Someone still needs to understand it.

gjalla is building the layer that lets humans stay in control—even as software becomes increasingly automated. When coding agents make changes, gjalla watches what ships and keeps the system legible.

Get in Touch

We're working with AI-native teams to shape the future of system understanding. Try gjalla or reach out to swap notes.