| Core positioning | Fast deploy and app hosting built around AI Agents | Cloud platform covering static sites, web services, private services, workers, cron, and databases |
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| Primary entry | One-line URL, CLI, MCP, upload, and public repos | Git repos, Docker images, Blueprint, and Dashboard |
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| AI Agent authorization | One-time user confirmation and Agent-specific protocol | Not the default core flow |
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| Web services | Monolithic web container or static files with auto domain and HTTPS | Mature Web Service and Private Service models |
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| Background tasks | No Worker or Cron support yet | Background Workers and Cron Jobs |
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| Databases | No managed database yet | Managed PostgreSQL and Key Value |
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| Static sites | Caddy direct hosting with immutable version directories | Dedicated Static Site product and global CDN |
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| Maturity | Public beta, suited to validating AI-native deploy paths | Mature commercial platform with team and production workload capabilities |
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