
Blog
More about Estuary and related technologies, straight from the team.
Our blog breaks down basic concepts and takes you into the minds of our engineers. We also dig into the business principles that guide our company and allow us to build great solutions for yours.

Dani Pálma · February 26, 2026
Building a Streaming Lakehouse with Estuary and Apache Iceberg

Dani Pálma · April 28, 2026
10 Python ETL Tools Compared for Orchestration, Batch, and Streaming Pipelines

Shruti Mantri · February 17, 2026
Real-time RAG with Estuary and Pinecone

Felix Gutierrez · March 5, 2026
Real-Time Transformations in Estuary with Derivations - Part 1

Ruhee Shrestha · March 5, 2026
Real-Time Weather Monitoring & Anomaly Detection in Databricks with Estuary

Jeffrey Richman · March 5, 2026
NetSuite to SQL Server: 2 Efficient Data Integration Methods

Dani Pálma · March 25, 2026
Oracle to PostgreSQL Migration: 3 Methods, Steps, and Best Practices

Dani Pálma · March 5, 2026
A Step-by-Step Guide to Load Data from Amplitude to PostgreSQL

Dani Pálma · March 6, 2026
Amazon Ads to BigQuery: How to Sync Ad Data in Real Time (2 Easy Methods)

Jeffrey Richman · March 5, 2026
2 Easy Ways to Connect & Load Data from Mixpanel to Snowflake

Dani Pálma · March 5, 2026
Zero ETL: Benefits, Use Cases & Top Tools for Data Teams

Dani Pálma · January 21, 2026
AWS ETL Tools Explained: Glue, Lambda, Kinesis, and a Right-Time Alternative

Phil Fried, Dani Pálma · March 5, 2026
Streaming Joins Are Hard

Jeffrey Richman · December 12, 2025
Freshdesk to Snowflake: 2 Easy Ways

Dani Pálma · April 1, 2026
Shopify to Snowflake Integration: 2 Easy Methods

Dani Pálma · March 5, 2026
SQL Server Integration Services (SSIS): A Comprehensive Guide

Jeffrey Richman · December 12, 2025
Oracle to Snowflake Migration Guide: Tools, Steps & Challenges

Dani Pálma · August 22, 2025
Measure PostgreSQL WAL Throughput With SQL: Step-by-Step Guide

Dani Pálma · February 26, 2026
Introducing Private Deployments in Estuary
![25 Best ETL Tools: A Curated List [Updated]](/static/99f46b235430d556da068cc5105b452d/a471d/ETL_Tools_for_Data_Integration_cfb86cfd3b.png)
Dani Pálma · April 15, 2026
25 Best ETL Tools: A Curated List [Updated]

Dani Pálma · February 26, 2026
How to Join Two Collections with a SQL Derivation in Estuary

Rob Meyer, Dani Pálma · February 26, 2026
Announcing Dekaf: Kafka-API Compatibility for Estuary

Jeffrey Richman · March 5, 2026
Marketo to Snowflake Integration: 2 Effective Methods

Dani Pálma · March 5, 2026
How to Connect Notion to MongoDB in Minutes: Full Guide

Dani Pálma · March 5, 2026
DynamoDB to Databricks: Step-by-Step Integration Guide

Rob Meyer · April 8, 2026
7 Best Snowflake ETL Tools in 2026: Real-Time, Batch & CDC Options

Rob Meyer · March 5, 2026
How to Load Data from Firestore to Redshift in Minutes

Rob Meyer · March 5, 2026
Connect Asana to BigQuery in Minutes: 2 Easy Steps

Jeffrey Richman · March 5, 2026
10 Best Microsoft SQL Server ETL Tools in 2026

Dani Pálma · March 5, 2026
How to Connect & Load Data From Notion to Redshift


