How a Passthrough CDC Architecture Keeps Patient Data Off Vendor Infrastructure Entirely
Passthrough CDC keeps patient data off vendor servers entirely.
Priya Subramaniam
Data Warehouse Insider
Why Your Warehouse Replication Layer Is the Wrong Foundation for LLM Application Memory
Building LLM agents requires live operational data, not batch-processed warehouse snapshots.
Dara Okonkwo
What Auditors Actually Check in a CDC Vendor During a HIPAA or SOC 2 Review
Auditors examine encryption, logs, and access controls to verify CDC vendors handle PHI safely.
Rafael Mena-Solís
Replicating PHI in Real Time When Your Compliance Team Forbids Third-Party Data Storage
Build PHI replication pipelines without vendor storage using log-based CDC and idempotent writes.
Tomasz Wierzbicki
CDC Tools That Automatically Handle Column Additions and Drops Without Pipeline Restarts
Modern CDC tools need built-in policy to distinguish safe schema changes from dangerous ones.
Rafael Mena-Solís
Why Schema-Aware CDC Beats Manual Pipeline Intervention When Source Tables Change
Automatic schema evolution keeps source table changes from breaking live data pipelines.
Rafael Mena-Solís
Eliminating Warehouse Query Lag as the Root Cause of Stale AI Agent Memory
Real-time change data capture replaces batch delays with event-driven updates for autonomous agents.
Rafael Mena-Solís
Consumer Lag Alerting for Kafka-Based CDC Pipelines
Three monitoring layers catch different CDC pipeline failures before data falls too far behind.
Tomasz Wierzbicki
How Your Warehouse Landing Zone Absorbs Column Additions and Type Changes From Live CDC Feeds
Schema changes in live CDC feeds require warehouse coordination to avoid data loss.
Rafael Mena-Solís
How Zero-Data-Retention CDC Architecture Satisfies HIPAA Business Associate and SOC 2 Scope Requirements
Removing middleware storage simplifies compliance but doesn't eliminate HIPAA or SOC 2 obligations.
Priya Subramaniam
Managed CDC Service Compliance Certifications for Regulated Industries
Vendors must meet the same compliance standards as the databases they replicate from.
Tomasz Wierzbicki
Exactly-Once Delivery Edge Cases in CDC-to-Warehouse Pipelines
Coordinating three layers prevents duplicate rows and schema errors in live data pipelines.
Rafael Mena-Solís