Michael Santos
ENPT

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01 · Current signal

Streaming conversations are moving from speed alone to trustworthy operations

This matters because executives do not buy streaming for speed alone. They invest when faster movement of operational data improves visibility, responsiveness, and confidence in downstream decisions.

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02 · Implementation proof

Real-Time CDC Analytics Pipeline

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03 · Repeat-worthy asset

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Streaming conversations are moving from speed alone to trustworthy operations
Real-Time Data

Streaming conversations are moving from speed alone to trustworthy operations

This matters because executives do not buy streaming for speed alone. They invest when faster movement of operational data improves visibility, responsiveness, and confidence in downstream decisions.

C • Mar 3, 2026

StreamingKafkaData Governance

Streaming conversations are moving from speed alone to trustworthy operations

Industry discussions around streaming continue to focus on governance, reliability, and operational readiness instead of only throughput and latency.

Open source reference

Topic cluster

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Implementation proofDirect match

Real-Time CDC Analytics Pipeline

A runnable CDC stack that captures PostgreSQL WAL changes with Debezium, normalizes events in Python, and publishes analytics-ready bronze, silver, and gold layers with dbt and...

Streaming
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Strategic insightDirect match

CDC Streaming Architecture for Trustworthy Operational Analytics

Learn CDC streaming architecture patterns that deliver trustworthy operational analytics. Move beyond speed demos to build explainable, real-time data pipelines you can trust in...

Streaming
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Implementation proofDirect match

Streaming Radar API

An event-driven serving path where Kafka carries market-style events, Redis holds current state, and FastAPI exposes low-latency endpoints for live consumption.

Streaming
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Streaming Radar API

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agentic data pipeline with mcp architecture patterns

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