Intent.AI.AutoImplementation

The Intent.AI.AutoImplementation module uses AI to automatically implement the Handler method of a Command or Query, based on the full context provided by generated code and model metadata from Intent Architect.

Note

To use this feature, ensure that the required User Settings have been completed — including a valid API key for your selected AI provider.

Implement with AI

To auto-implement a Command or Query handler, simply right-click on the element and select Implement with AI:

Influencing Factors

The quality and relevance of the generated implementation depend on several factors.

Intent Modeling

Before running Implement with AI, ensure the following:

• Generated Code is up-to-date: Run the Software Factory to apply all outstanding code changes.
• Command/Query is mapped: Ensure the Command or Query is associated with the appropriate Entity using a Create Entity, Update Entity, or Query Entity action (a dotted line should appear between the elements).

Adjusting the Prompt

While Intent Architect supplies a default prompt and relevant file context to the AI provider, you can optionally provide additional context to refine the result.

Enter extra prompt details here:

💡 It’s recommended to try the default implementation first. If needed, rerun with added context to improve results.

Note

AI responses are not deterministic — each execution may produce different results. Use the additional context prompt to guide the AI toward your desired implementation.

Code Changes

Once the AI Agent completes the task, suggested code changes will be displayed for review:

You can review and apply the changes through the familiar Software Factory interface. If the results aren’t satisfactory, rerun the feature with revised prompt guidance.

Execution Output

Full logs of the execution, including the AI prompt and any errors, are available in the Execution tab: