#1
Privacy and Security focused Segment-alternative, in Golang and React
4.4K starsJun 12, 2026 pushdata-analysisGoData Pipeline
$ npx skills add rudderlabs/rudder-serverAlternatives
Data Engineering HowTo alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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Data Engineering HowTo
A list of useful resources to learn Data Engineering from scratch
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#2
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 19, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow#3
🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.
1.7K starsJun 10, 2026 pushdata-analysisRubyData Pipeline
$ npx skills add Multiwoven/multiwoven#4
Practical Data Engineering: A Hands-On Real-Estate Project Guide
804 starsMar 10, 2026 pushdata-analysisJupyter NotebookData Pipeline
$ npx skills add ssp-data/practical-data-engineering#5
Memphis.dev is a highly scalable and effortless data streaming platform
3.4K starsMar 2, 2026 pushdata-analysisGoData Pipeline
$ npx skills add superstreamlabs/memphis#6
Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
13K starsJun 12, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add debezium/debezium#7
Flink CDC is a streaming data integration tool
6.4K starsJun 3, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add apache/flink-cdc#8
Conduit streams data between data stores. Kafka Connect replacement. No JVM required.
600 starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add ConduitIO/conduit#9
The leader in Customer Data Infrastructure
7.0K starsJun 17, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplow#10
🌊 Continuously synchronize the systems where your data lives, to the systems where you _want_ it to live, by managing your data flows with Estuary. 🌊
936 starsJun 12, 2026 pushdata-analysisRustData Pipeline
$ npx skills add estuary/flow#11
Modern SeaTunnel Web UI with visual DAG pipelines, batch & streaming sync, connector management, built-in metrics, and runtime logs.
505 starsJun 14, 2026 pushdata-analysisTypeScriptData Pipeline
$ npx skills add weifuwan/seatunnel-web#12
Example end to end data engineering project.
1.4K starsDec 8, 2022 pushdata-analysisPythonData Pipeline
$ npx skills add damklis/DataEngineeringProject#13
ingestr is a CLI tool to copy data between any databases with a single command seamlessly.
3.7K starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add bruin-data/ingestr#14
OLake - Fastest Databases, Kafka & S3 Replication to Apache Iceberg with Table optimization (Called OLake Fusion). ⚡ Efficient, quick and scalable data ingestion for real-time analytics. Supported sources : Postgres, MongoDB, MySQL, Oracle, MSSql, DB2, Kafka, S3.
1.4K starsJun 13, 2026 pushdata-analysisGoData Pipeline
$ npx skills add datazip-inc/olake#15
A lightweight stream processing library for Go
2.2K starsJan 14, 2026 pushdata-analysisGoData Pipeline
$ npx skills add reugn/go-streams#16
Code for "Efficient Data Processing in Spark" Course
385 starsMay 25, 2026 pushdata-analysisPythonData Pipeline
$ npx skills add josephmachado/efficient_data_processing_sparkHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Data Engineering HowTo if it already passes your workflow test and repository review.
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