Amazon Managed Workflows for Apache Airflow vs TeamOnTrack | Workflow Guidance Tool
Overview
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Detailed Comparison
It is a managed orchestration service for Apache Airflow1 that makes it easier to set up and operate end-to-end data pipelines in the cloud at scale. With Managed Workflows, you can use Airflow and Python to create workflows without having to manage the underlying infrastructure for scalability, availability, and security. Managed Workflows automatically scales its workflow execution capacity to meet your needs, and is integrated with AWS security services to help provide you with fast and secure access to data. | Stop chasing PRs and stuck work. Smart nudges keep your team moving without manual follow-up. Proven to reduce PR completion time by 60%. |
Deploy Airflow rapidly at scale; Run Airflow with built-in security; Reduce operational costs; Use a pre-existing plugin or use your own | Project Management, Developer Tools, Team Collaboration, Workflow Automation, Code Review, Slack Integration, Jira Integration, GitHub Integration, Engineering Analytics, AI |
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What are some alternatives to Amazon Managed Workflows for Apache Airflow, TeamOnTrack | Workflow Guidance Tool?
Airflow
Use Airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command lines utilities makes performing complex surgeries on DAGs a snap. The rich user interface makes it easy to visualize pipelines running in production, monitor progress and troubleshoot issues when needed.
GitHub Actions
It makes it easy to automate all your software workflows, now with world-class CI/CD. Build, test, and deploy your code right from GitHub. Make code reviews, branch management, and issue triaging work the way you want.
Standup
Standup automatically processes data from your source control and project managment software to deliver daily engineering progress reports.
Jell
Keep your team up to date — without another meeting.
Apache Beam
It implements batch and streaming data processing jobs that run on any execution engine. It executes pipelines on multiple execution environments.
StandupMail
A daily email reminder requests a quick update from you and your team. You reply with a list of your accomplishments, todos and problems. The next day, get a digest email with what your team got accomplished.
Zenaton
Developer framework to orchestrate multiple services and APIs into your software application using logic triggered by events and time. Build ETL processes, A/B testing, real-time alerts and personalized user experiences with custom logic.
Luigi
It is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
iDoneThis
Every evening, iDoneThis sends you an email that asks you what you got done that day. The next morning, we send a digest of what everyone on your team got done the previous day to you and your team members.
Favro
It is a planning app which is designed to help your team to carry out complex business plans with ease and efficiency. This software is a great help for marketers and developers because it offers some intuitive and easy to use features for activity planning.
