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Insight for: Maintain a future-macOS live compatibility matrix

Maintaining compatibility for macOS-dependent features (e.g., AX permission, Screen Recording, launchd) across future macOS releases and hardware architectures (Apple Silicon/Intel) for the `personal-model` platform.

Analyzed: Jul 18, 2026

This issue addresses a critical challenge for any B2B SaaS product deeply integrated with a specific OS ecosystem: maintaining compatibility across evolving platform versions and hardware. The `personal-model` relies on macOS-specific features like Accessibility permissions and Screen Recording, which are prone to breaking changes. The proposed solution—a repeatable, privacy-safe live compatibility matrix—is essential for proactive validation. This highlights the operational overhead and risk associated with OS-dependent features. For SaaS providers, ensuring continuous functionality despite external platform shifts is paramount for customer retention and perceived reliability, necessitating dedicated engineering effort to manage this external dependency matrix effectively.

macOS capture AX permission behavior compiled Swift helpers Screen Recording policy launchd major macOS releases live smoke checklist machine-readable result format Apple Silicon/Intel boundaries helper compilation AX trust synthetic/non-sensitive capture daemon lifecycle /health MCP tool discovery /model asset rendering persome doctor hosted CI

GitHub Issue

Parent Entity

Maintain a future-macOS live compatibility matrix

State: Open