Understand large codebases
without tribal knowledge.
nanobandit builds a living model of your software — code and database together — so engineers can ask system‑level questions and get precise answers.
What this is
Not documentation
Docs describe intent. They rot quickly and miss reality.
Not code search
Search finds files. It doesn’t explain behavior.
System intelligence
A continuously updated understanding of how your system actually works.
How it works
Analyze everything
Your entire codebase and database schema are analyzed together.
Build a system model
Dependencies, data flow, and responsibilities are unified into one model.
Query the system
Ask real questions about behavior, impact, and change.
What you can ask
“What happens if I change this database column?”
nanobandit traces every place that data is read, written, transformed, and relied upon — across services and languages.
Built for engineers who inherit complexity.
Onboarding, refactoring, incidents, and legacy systems become tractable.