They take time, interrupt workflows, and repeatedly create unnecessary rework due to media breaks, duplicate data entry, incorrect information, and unclear processes. • You do not think about AI in isolation, but as part of a larger system of workflows, APIs, data models, permissions, MCP, LLM based assistants, and structured product logic. • You support the build up of a robust app and offline strategy and think about sync, conflict logic, mobile usage, and reliable data usage from day one. • Very strong Laravel skills and a proven ability to work with production systems, APIs, queues, data models, permissions, performance, and stable releases.
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