Prototyping For Free, Scaling For Cheap with Aiven Dev Tier
Blog post from Aiven
Over nearly a decade, the author has been active in technical communities and has developed a tool to address the challenges of finding technical events and communities across platforms like Meetup and Luma. The author explains how they built a Community Event Search tool using Python scripts, Postgres, and mapping software to filter events by location, topic, and community size. Initial limitations in storage and data processing speed were addressed by using Aiven’s services, including Free Tier and Dev Tier Kafka, to distribute data collection tasks across multiple workers and improve scalability. The Dev Tier upgrade allowed for substantial increases in data processing capacity, enabling the collection of up to 50,000 groups in six hours, which significantly expanded the tool's functionality. The solution demonstrates how using event-driven architecture and managed services can effectively solve technical challenges and invites others to consider similar approaches for their data pipeline needs.
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