AI Development Manifesto

We preserve human judgment. AI assists and amplifies, but does not replace critical decision-making or components.

AI work over human work. If a task can be automated or assisted by AI, we prioritize that approach to maximize efficiency and scalability.

We unleash AI potential. The power now comes from humans using AI as force multipliers while maintaining critical oversight.

No creativity without constraint. Standards and patterns are guardrails for consistent results.

We impose order on chaos. AI outputs may vary, but our processes must not.

We own the critical path. Planning, validation, and review stay human; AI handles execution.

Tooling maximizes efficiency. Tools integrated into AI workflows reduce friction and increase productivity.

We build with accountability. Every AI decision must be traceable, auditable, and reversible. Ethics, transparency, and human oversight are non-negotiable.