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airbyte vs Sentinel

airbyte and Sentinel share 3 technologies: log4j-slf4j-impl, org.slf4j:slf4j-api, and org.apache.logging.log4j:log4j-api. airbyte is written in Kotlin and Sentinel in Java.

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What they share and what sets them apart

airbytehq

airbyte

Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

Kotlin22.3kRead on November 5, 2026, at commit 39fa89bWhat is airbyte built with?

Only in airbyte

  • ClickHouse
  • client-v2
  • com.mysql:mysql-connector-j
  • jedis
  • kafka-clients
  • org.mongodb:mongodb-driver-sync
  • pgvector
  • PostgreSQL
  • s3
  • url-connection-client
  • weaviate-client
  • zookeeper
  • Postgres
  • MySQL
  • com.zaxxer:HikariCP
  • pyarrow
  • Redis
  • duckdb-engine
  • MongoDB
  • chromadb
  • databend-sqlalchemy
  • DuckDB
  • pika
  • pymilvus
  • Google
  • Kafka
  • AWS S3
  • Elasticsearch
  • Google Cloud Storage
  • Couchbase
  • Firebase
  • Qdrant
  • javax.ws.rs-api
  • JetBrains
  • jakarta.inject:jakarta.inject-api
  • io.micronaut:micronaut-inject
  • Rich
  • org.jooq:jooq
  • SQLAlchemy
  • google-auth-oauthlib
  • google-auth
  • com.google.auth:google-auth-library-oauth2-http
  • software.amazon.awssdk:sts
  • pyjwt
  • cryptography
  • fastembed
  • onnxruntime
  • transformers
  • beautifulsoup4
  • html5lib
  • jsoup
  • lxml
  • pyxlsb
  • xlrd
  • Apache
  • com.hubspot.jinjava:jinjava
  • feedparser
  • jinja2
  • openpyxl
  • cattrs
  • jakarta.validation-api
  • marshmallow
  • log4j-over-slf4j
  • org.apache.logging.log4j:log4j-slf4j2-impl
  • boto3
  • psutil
  • org.apache.logging.log4j:log4j-core

In common

  • log4j-slf4j-impl
  • org.slf4j:slf4j-api
  • org.apache.logging.log4j:log4j-api
alibaba

Sentinel

A powerful flow control component enabling reliability, resilience and monitoring for microservices. (面向云原生微服务的高可用流控防护组件)

Java23.1kRead on November 4, 2026, at commit a3f40baWhat is Sentinel built with?

Only in Sentinel

  • Spring
  • JAX-RS
  • lettuce-core
  • jakarta.enterprise.cdi-api
  • jakarta.servlet:jakarta.servlet-api
  • Quarkus
  • log4j-core
  • logback-classic
  • logback-core

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
airbyte770,512 lines written2,171 code files
Sentinel119,876 lines written917 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
airbyte5.3% of its commits signed by AIWith Devin, Claude Code, GitHub Copilot, Cursor, and Codex
Sentinel0.5% of its commits signed by AIWith Claude Code and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
airbyteLast push November 5, 202656,067 commits22,316 stars
SentinelLast push May 27, 2026846 commits23,146 stars
TestsThe files that test the code, and the share of code files a test imports.
airbyte3,555 test files58.5% of its code files have a test that imports them
Sentinel317 test files40% of its code files have a test that imports them

Frequently asked questions

Which is bigger, airbyte or Sentinel?
airbyte, with 770,512 lines written; Sentinel has 119,876.

The proof: airbytehq/airbyte's code at commit 39fa89b

Which has more GitHub stars, airbyte or Sentinel?
Sentinel, with 23,146 stars; airbyte has 22,316.

The proof: alibaba/Sentinel on GitHub

Which has more tests, airbyte or Sentinel?
airbyte, with 3,555 test files; Sentinel has 317.

The proof: airbytehq/airbyte's code at commit 39fa89b

Which was updated more recently, airbyte or Sentinel?
airbyte: its last push was on November 5, 2026, and Sentinel's on May 27, 2026.

The proof: airbytehq/airbyte's commits on GitHub

Which has more commits signed by AI, airbyte or Sentinel?
airbyte: an AI signed 5.3% of its commits, with Devin, Claude Code, GitHub Copilot, Cursor, and Codex; in Sentinel, 0.5%.

The proof: the commits each tool signed in airbytehq/airbyte

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