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I Analyzed 2,061 Public n8n Workflows and Found 92% of the AI Nodes Had Been Silently Replaced

I Analyzed 2,061 Public n8n Workflows and Found 92% of the AI Nodes Had Been Silently Replaced

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4 min read
I built a hockey analytics pipeline that scrapes, models, and publishes itself every week — no server, no database

I built a hockey analytics pipeline that scrapes, models, and publishes itself every week — no server, no database

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4 min read
Databricks Lakeflow Feature

Databricks Lakeflow Feature

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2 min read
Azure Synapse Databricks: A Migration Playbook That Survives Production

Azure Synapse Databricks: A Migration Playbook That Survives Production

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9 min read
Teradata, Explained Like the Warehouse That Was There First

Teradata, Explained Like the Warehouse That Was There First

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6 min read
Polars 2.0 Will Silently Reorder Your Rows: What to Check Before You Upgrade

Polars 2.0 Will Silently Reorder Your Rows: What to Check Before You Upgrade

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8 min read
Testing a data pipeline against the spreadsheets it replaced

Testing a data pipeline against the spreadsheets it replaced

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7 min read
Bad Retrieval Doesn't Show Up on the AI Bill. It Shows Up on the Review Queue.

Bad Retrieval Doesn't Show Up on the AI Bill. It Shows Up on the Review Queue.

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3 min read
Designing a Community Skill for AWS Transform Custom: AWS Glue 5.0 Upgrade Readiness

Designing a Community Skill for AWS Transform Custom: AWS Glue 5.0 Upgrade Readiness

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6 min read
Migrate Azure Data Factory to Fabric in 2026 (what the built-in tool actually does)

Migrate Azure Data Factory to Fabric in 2026 (what the built-in tool actually does)

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7 min read
Entry-Level Data Engineering Is Gone. Here's the Proof.

Entry-Level Data Engineering Is Gone. Here's the Proof.

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6 min read
Choose the Reporting Grain Before You Choose the Chart

Choose the Reporting Grain Before You Choose the Chart

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3 min read
Testing Data Pipelines Like You Mean It: A pytest Crash Course for Data Engineers

Testing Data Pipelines Like You Mean It: A pytest Crash Course for Data Engineers

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18 min read
SnowLens: Free Snowflake Observability — 9 Detectors, Zero Data Egress

SnowLens: Free Snowflake Observability — 9 Detectors, Zero Data Egress

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2 min read
The query succeeded. Which table state did it read?

The query succeeded. Which table state did it read?

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5 min read
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