
Estuary
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Stitch
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MAGE
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Split Fee
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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.
Split Fee is a platform for UK recruitment agencies to collaborate on permanent placements.
Every agency has candidates they can't place and vacancies they can't fill. Another agency almost certainly has what you need โ but finding them, trusting them, and making the collaboration work has always been the hard part.
Split Fee solves this. Post your candidates and vacancies to the platform. Our matching algorithm finds opportunities across every agency on the network โ by skills, location, salary, and seniority. Candidate and client data stays anonymised until both sides agree to work together. When a placement is made, we handle the fee split and invoicing automatically.
No more posting in social media groups and hoping someone replies. No more sharing candidate details with strangers on trust alone. No more chasing invoices from agencies you barely know.
45% for you. 45% for them. 10% platform fee โ only when a placement is made.
Half of a placement fee is infinitely better than none of it.
Estuary
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Estuary's answer
Estuary provides both Streaming and Batch integration options as well as private deployments and BYOC.
Split Fee's answer:
Split Fee is the first purpose-built platform for split fee recruitment in the UK. Instead of relying on LinkedIn groups, WhatsApp messages, and manual agreements, agencies upload their candidates and vacancies and the platform automatically matches them across agencies.
Candidate identities are revealed gradually; anonymised at first, then progressively disclosed as both sides accept, so agencies can collaborate without the risk of circumvention.
Estuary's answer
Security, data speed and price assurances.
Split Fee's answer:
Most "split fee networks" are just directories or social groups where agencies post and hope someone responds. Split Fee is an actual matching engine. It scores candidate-vacancy pairs, handles the legal agreements (non-circumvention, self-billing), automates invoicing and fee splits, and manages the entire placement lifecycle from match to payment. Everything that normally requires trust, phone calls, and spreadsheets is handled by the platform.
Estuary's answer
Data Analysts, Data Engineers and Software Engineers.
Split Fee's answer:
UK recruitment agencies; from boutique firms with a handful of consultants to mid-sized agencies with specialist sector coverage. Any agency that has either strong candidates without the right vacancies, or client vacancies they can't fill from their own candidate pool. Split Fee turns those dormant assets into placements.
Estuary's answer
Estuary was built by the founders of Gazette.dev which uniquely enables it to work with streaming and batch data.
Split Fee's answer:
Abbie, our founder, knew that although split fee arrangements have existed in recruitment for decades, the process has always been manual: find a partner agency, negotiate terms, trust them with your candidate data, chase invoices. Most agencies avoid it because the overhead and risk outweigh the reward. Abbie built Split Fee to remove that friction entirely, with automated matching, progressive identity disclosure, built-in legal agreements, and automated billing, making split placements as straightforward as direct ones.
Split Fee's answer:
A next-generation serverless platform, built for AWS.
Based on our record, Estuary seems to be more popular. 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.
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 / 24 days 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 / 12 months 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
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Fivetran - Fivetran offers companies a data connector for extracting data from many different cloud and database sources.
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