AI & Machine Learning

Building a pay-per-use API platform on shared PHP hosting: no Node, no Docker, no queue

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A solo developer has launched Supercalcula API, a platform offering utility APIs like QR code generation and SEO analysis, priced on a pay-per-use basis. Notably, the platform operates on standard shared hosting infrastructure, bypassing common technologies like Docker and queues—a demonstration of resourcefulness for those exploring lightweight, cost-effective AI infrastructure solutions. This approach highlights the potential for building functional API services with simpler stacks, which could be valuable for smaller teams or projects with limited resources, and it's interesting to see how rate limiting and background jobs were implemented without Redis.

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