Code model adaptation

The operating task

Improve code generation for target languages, repositories and engineering conventions. Task-specific quality, useful reasoning and deployment fit shape the model-development programme.

Softinator's contribution

Align model behaviour with target languages, repository constraints and the engineering conventions that affect usable changes. The commissioned output includes adapted model and executable code-task evaluation.

Acceptance in use

Measure functional correctness, repository fit and the quality of the resulting engineering artefact. The engagement defines the baseline, task scope and evidence used to assess the resulting contribution.