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Estuary
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Estuary is a powerful real-time data integration platform designed to simplify and accelerate how organizations move and process data across their ecosystems. Built for the demands of modern data workflows, Estuary unifies batch and streaming data pipelines into a single, cohesive platform, eliminating the need for multiple disparate tools.
At its core, Estuary Flow enables users to seamlessly capture data from a wide range of sourcesโincluding databases, SaaS applications, event streams, and cloud storageโand deliver it in real time to destinations like data warehouses, data lakes, analytics platforms, and custom applications. Whether itโs syncing data from PostgreSQL to Snowflake, Kafka to Apache Iceberg, or MongoDB to BigQuery, Estuary handles the complexity with built-in connectors and scalable infrastructure.
What sets Estuary apart is its ability to process change data capture (CDC), stream transformations, and schema enforcement without sacrificing speed or reliability. Users can define complex data flows via a visual interface or YAML-based configuration, and the system automatically manages versioning, backfills, schema evolution, and recovery.
Estuary Flow also offers unique features like time travel, declarative derivations (SQL-based data transformations), and strong guarantees around data consistency and fault tolerance. It supports private deployment and Bring Your Own Cloud (BYOC) models for teams with compliance or security needs, and integrates with tools like dbt, Prometheus, and Kafka clients through its open interfaces.
By bridging the gap between traditional ETL and real-time streaming, Estuary empowers data engineers, analysts, and developers to build resilient pipelines that keep data fresh, trustworthy, and actionableโfueling analytics, AI, and operational workloads without the overhead of managing multiple tools.
Graphite Docs
EstuaryEstuary's answer:
Estuary provides both Streaming and Batch integration options as well as private deployments and BYOC.
Estuary's answer:
Security, data speed and price assurances.
Estuary's answer:
Data Analysts, Data Engineers and Software Engineers.
Estuary's answer:
Estuary was built by the founders of Gazette.dev which uniquely enables it to work with streaming and batch data.
Based on our record, Estuary should be more popular than Graphite Docs. It has been mentiond 24 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
I'm a Graphite->Cursor->??? Employee :^) FWIW, Origin is owned by the Graphite folks inside of Cursor: the project was announced by Tomas, Graphite co-founder, at Cursor's Compile conference today. https://graphite.com/ if you're not familiar, is a tool built on top of GitHub! - Source: Hacker News / about 2 months ago
Platforms like Graphite that integrate AI review, stacked PRs, and merge automation into a unified system address the full outer-loop bottleneck rather than just one piece of it. The data is clear: small PRs reviewed by AI catch 3x more defects than large PRs reviewed by humans alone, and teams using integrated automation platforms ship 20 to 65% more code while maintaining or improving quality. For engineering... - Source: dev.to / 5 months ago
Graphite is an AI-augmented code review and pull request workflow platform designed to help teams ship higher-quality code faster by rethinking how reviews and merges work. It integrates AI feedback directly into pull requests, supports stacked pull request workflows, and provides automated merge orchestration. - Source: dev.to / 7 months ago
Iโve had a lot of success using https://graphite.dev/. Been pretty easy to pick up and slots right into our usual GitHub workflow. I end up using the vscode extension to manage it. Anyone have opinions how jujutsu compares? - Source: Hacker News / about 1 year ago
I've felt like a broken record the past few weeks, but this. Authoring has never been the bottle neck, the same way my typing speed has never been the bottle neck. The bottle neck has been, and continues to be, code review. It was in our pitch deck 4 years ago; it's still there. For most companies, by default, it's a process that's synchronously blocked on another human. We need to either make it async (stacking)... - Source: Hacker News / about 1 year ago
If you're evaluating the managed side of this decision, Estuary is one option worth testing, especially if you need low-latency CDC, exactly-once semantics where supported, and the ability to reuse the same change stream across multiple destinations. The best way to evaluate it is the same way you should evaluate any managed CDC platform: try it against your real source, destination, schema changes, and expected... - Source: dev.to / about 1 month ago
Estuary | US-Based / Remote | Full-time โ https://estuary.dev/ Estuary is a VC-backed, postโSeries A startup powering right-time data replication and transform โ from sub-second CDC replication to terabyte-scale OLAP data flows. Weโre open-source, developer-first, and focused on making data movement radically simpler across both our Platform and Applications layers. Weโre hiring for: Head of Applications... - Source: Hacker News / 8 months ago
Estuary Flow is a unified data integration platform built from the ground up for real-time streaming. It enables continuous Change Data Capture (CDC) from databases, SaaS platforms, and event streams into analytics systems, data warehouses, and other destinations. Unlike traditional batch-first ELT tools, Flow maintains second-level latency without requiring separate streaming infrastructure. - Source: dev.to / 12 months ago
Senior Backend Engineer (Integrations) โ 5+ years of backend engineering experience. Own and scale high-impact systems that power real-time data pipelines. Youโll work on complex integrations with external APIs and databases, improve our internal connector frameworks, and tackle deep challenges in performance, reliability, and developer experience. Backend Engineer (Integrations) โ 2โ4 years of backend experience.... - Source: Hacker News / about 1 year ago
At Estuary, we help teams build real-time data pipelines that push warehouses hard โ across batch and streaming. Weโve seen the consequences of choosing the wrong warehouse. So we built the benchmark we wish existed earlier. - Source: dev.to / about 1 year ago
Google Docs - Create a new document and edit with others at the same time -- from your computer, phone or tablet. Get stuff done with or without an internet connection. Use Docs to edit Word files. Free from Google.
Airbyte - Replicate data in minutes with prebuilt & custom connectors
Spacelift.io - Collaborative Infrastructure For Modern Software Teams
Fivetran - Fivetran offers companies a data connector for extracting data from many different cloud and database sources.
Bit.ai - Bit is a smart real-time document collaboration platform for teams to create interactive documents, manage digital content and track document insights.
Hevo Data - Hevo Data is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs. Get near real-time data pipelines for reporting and analytics up and running in just a few minutes. Try Hevo for Free today!