Choosing web and mobile technology for the task

Content sites and applications differ

A service site may favour prebuilt HTML, while collaborative software needs state and fresh data. Choose Astro, Next.js or another tool around requirements rather than popularity alone.

Mobile and device integration

Compare responsive web, PWAs, cross-platform and native apps around offline tasks, device capabilities and maintenance. Test essential features on supported device versions.

AI needs data and evaluation

Before adding AI, define the task, acceptable output quality, cost and human escalation. Choose an architecture the team can maintain, with documentation and post-launch review.

Sources

MDN — Progressive web apps

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