rubberduck-autonomous-feature-mode

Autonomous feature development automates planning and code generation under strict security boundaries by orchestrating feature builders within an explicit autonomy envelope. You define maximum iterations, file limits, and off-limits files to ensure safe, compliant automation.

An autonomy envelope in software automation is a strict set of boundaries defining what an autonomous agent can do. It limits max iterations, restricts new dependencies, protects off-limits files, and enforces security delta gates during feature building.

Yes, you can enforce security compliance during autonomous code generation using security delta gates. These gates validate worktree safety and ensure no off-limits files are modified before requiring a final user review for all autonomous actions.

Set up boundaries for autonomous feature development by passing an explicit autonomy envelope definition upon activation. This envelope customizes max iterations, file limits, and new dependency rules to control the feature planner and builder processes.

Yes, autonomous feature building requires a final manual user review for all actions. Even with an active autonomy envelope and security delta gates, the strict control mechanism ensures users validate all automated planning and building processes.