Software Engineering
Investigate software problems. Put project knowledge to work.
LeanCTX is the Context Gateway for AI systems. Developers spend time finding requirements, earlier decisions and the right software sections. LeanCTX prepares that project knowledge for their AI assistant. Your team can investigate a problem or review a change with the relevant information together.
Which changes and test results help us understand this software error?
The task and proposed software change
Affected software and relevant tests
Test results and test-environment settings
01
Understand a failed software test
A test fails during a proposed change. Your team needs to distinguish a software error from a problem in the test setup before it starts fixing the wrong thing.
- What information helps?
The task and proposed software change
Affected software and relevant tests
Test results and test-environment settings
- How LeanCTX helps
LeanCTX prepares the relevant task, software and test information for the assistant. It can compare the failure with the change and suggest which questions or checks to pursue.
- What your team gains
Developers receive a proposal for the investigation with its sources. They check it against the software and run the tests before accepting a correction.
02
Understand the consequences before changing software
A developer takes on an unfamiliar part of the project. Before changing it, they need to know which other functions depend on it and which requirements must be preserved.
- What information helps?
The requirement and affected software
Dependent functions and project notes
Relevant tests and earlier changes
- How LeanCTX helps
LeanCTX brings the relevant software sections, dependencies and notes together. The assistant can prepare an overview of affected functions and tests before proposing the change.
- What your team gains
Your team can review the change with its surrounding behaviour in view. Developers check the original software and tests; project knowledge is available alongside the task.
LeanCTX
How LeanCTX fits into your company.
LeanCTX prepares relevant company knowledge for the AI applications your teams use. Your teams can work with that information and check its sources. The connected systems and permitted information are agreed before use.
Integration details and limits
Context preparation covers the reads and tool results handled by the active integration. Model delivery controls require a separately qualified execution path. Custom connectors, SDK production rights and rollout are scoped separately.
What these examples use
An approved project and explicitly permitted task and test information. Unrelated private projects, credentials and production actions remain excluded.