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