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Use cases

Use Cases

Where Hakama fits, by the problem you're trying to solve — keeping AI-assisted change inside policy, scope, and approvals.

Regulated delivery

Regulated AI delivery

Let teams use AI coding tools in regulated software delivery while preserving scope control, approval evidence, and audit-ready records.

Policy
Rules apply before acceptance
Evidence
Receipts describe the run
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