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Evaluate the change in its environment.

Repository context, acceptance tests and expected-change evidence test whether an agent can make a coherent change beyond a snippet.

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Selected engagement
AuthorExecuteCritiqueDecisionDefined task + accepted result

Isolated snippets miss dependencies, file navigation and coherent changes.

The hard problem

An isolated code snippet could not test whether an agent could navigate files, understand dependencies and make a coherent repository change. The evaluation needed the environment and the expected behaviour.

Our advantage

We constructed context-rich tasks, identified the relevant artefacts, designed acceptance tests, reviewed patches and captured failure taxonomies. Expected-change evidence and expert critiques made the evaluation outcome reviewable at repository level.

Value delivered

Deliverables included repository task packs, environment instructions, test criteria, expert critiques and adjudicated outcomes.

Platform context.

Softinator capability dossierSelected programme portfolio

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