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  1. Storing specifications and artifacts in the repository ensures tool-agnosticism and preserves institutional knowledge. This approach mitigates the risk of vendor lock-in and facilitates seamless migration between AI platforms.

    Impact: Organizations gain long-term flexibility and reduce dependency on specific AI vendors, enhancing their ability to adapt to rapid technological changes.

    — from Agentic AI Software Factories: CTO Strategy · Becoming CTO Secrets· Jun 30, 2026