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Streaming Architecture
Streaming Architecture

Why I'm Building PesaGuard on Event-Driven Architecture, Not Batch

Batch processing is no longer the center of gravity in 2026 data systems. Here is why Daraja and M-Pesa fraud detection requires instant stream ingestion over overnight batch jobs.

By Victor Kipruto Rop • July 2026 • 6 min read