Michael Santos
ENPT

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Article: Two Misconfigurations That Caused Spark OOM Failures on Kubernetes

This matters because enterprise architecture decisions around AI, data, and platform engineering define long-term competitiveness and operational efficiency.

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Agentic Data Pipeline with MCP: Designing Self-Healing Workflows

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Article: Two Misconfigurations That Caused Spark OOM Failures on Kubernetes
Data Engineering

Article: Two Misconfigurations That Caused Spark OOM Failures on Kubernetes

This matters because enterprise architecture decisions around AI, data, and platform engineering define long-term competitiveness and operational efficiency.

I • Jun 3, 2026

AIData PlatformModern Data StackDatabricks

Article: Two Misconfigurations That Caused Spark OOM Failures on Kubernetes

After migrating Spark pipelines to Azure Kubernetes Service, two infrastructure settings interacted destructively: spark.kubernetes.local.dirs.tmpfs=true backed shuffle spill with RAM instead of disk, and a hard podAf...

Open source reference

Topic cluster

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Agentic Data Pipeline With MCP

A next-generation data pipeline where Claude-powered agents connected via Model Context Protocol autonomously detect schema changes, fix data quality issues, reroute failed load...

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Data Observability Platform

An open-source observability platform that monitors data freshness, volume anomalies, schema changes, and pipeline health across the entire data stack, with a Streamlit dashboar...

Data Platform
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Strategic insightGood next move

Automated Data Governance: Quality Gates Without the Bottleneck

Implement automated data governance by embedding contract enforcement and freshness SLAs directly into pipelines. Enforce standards without becoming a bottleneck.

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Agentic Data Pipeline with MCP: Designing Self-Healing Workflows

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