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Engineering Blog

Deep dives into stream processing, data engineering, and distributed systems.

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Engineering

Building Real-Time Data Pipelines at Scale: Lessons from Processing 12 Billion Events/Day

How we rebuilt our ingestion pipeline to handle 10x growth without increasing latency.

March 24, 2026 · 12 min read
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Architecture

Kafka vs Pulsar vs Redpanda: Choosing the Right Streaming Backend in 2026

A practical comparison of the three major streaming platforms for modern data infrastructure.

February 18, 2026 · 15 min read
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Machine Learning

Real-Time ML Inference on Streaming Data: Architecture Patterns and Performance Benchmarks

How we reduced model inference latency from 50ms to under 1ms on live data streams.

January 5, 2026 · 18 min read
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