Wherever engineers need to understand code they did not write, CodePilot AI shortens the path from question to confident change.
For engineering managers and new joiners
New engineers spend weeks learning where things live, and senior engineers lose hours answering the same questions.
CodePilot AI answers questions with links to real files, and generates an onboarding guide for each service.
Where do I start if I need to change how invoices are generated?
For tech leads and reviewers
Review queues grow, and subtle problems such as missing authorisation checks slip through a quick read of the diff.
A first-pass review flags bugs, security concerns and performance issues with severity levels and suggested fixes.
Review PR #482 for security and performance problems.
For architects and platform teams
Older systems have little documentation, and nobody is sure what a change will break.
Dependency maps and impact analysis show what touches what, so refactoring plans start from facts.
Which modules depend on the old payment gateway client?
For engineering leads and technical writers
Docs fall behind the code the moment they are written, and nobody owns updating them.
READMEs, API references and architecture notes are generated from source and refreshed when the main branch changes.
Generate an onboarding guide for the notifications service.
For QA engineers and developers
Teams know coverage is uneven but not where the biggest risks are or which cases to add first.
CodePilot AI finds untested branches and proposes edge cases with test skeletons in your framework.
Suggest edge-case tests for applyDiscount().
For delivery managers, CTOs and investors
Handing a system to another team, or assessing one before an acquisition, means reading a great deal of unfamiliar code.
Summaries of architecture, data flows and risk areas give reviewers a reliable starting point.
Summarise how services communicate and where customer data is stored.
Tell us what your team struggles to understand, and we will build the demo around it.