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Dev tools · alternatives · 2026

24 alternatives to Afctl – CLI to manage and deploy Airflow projects faster and smoother

afctl helps to manage and deploy Apache Airflow projects faster and smoother. - qubole/afctl

Afctl is a command-line tool designed to help developers manage and deploy Apache Airflow projects more efficiently. It streamlines common workflows for Airflow users who want to reduce setup time and simplify… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Afctl – CLI to manage and deploy Airflow projects faster and smoother launched in 2020; newer entries below may have overtaken it.

  1. 1

    Write and deploy custom ETL pipelines in Python

    2018 · astronomer.io · its alternatives →

  2. 2
    Hoplite▲154

    Effortlessly deploy cloud software factories.

    Aug 2026 · hoplite.sh · its alternatives →

  3. 3
    FL0▲322

    Deploy fast, scale faster

    2023 · fl0.com · its alternatives →

  4. 4

    Fall in love with CI/CD again

    2024 · jetbrains.com · its alternatives →

  5. 5

    Zapier for Developers — Link Airtable, Stripe, Slack + more

    2019 · its alternatives →

  6. 6

    Every data pipeline job I had to tackle required quite a few components to set up: - One tool to ingest data - Another one to transform it - If you wanted to run Python, set up an orchestrator - If you need to check the data, a data quality tool Let alone this being hard to set up and taking time, it is also pretty high-maintenance. I had to do a lot of infra work, and while this being billable hours for me I didn’t enjoy the work at all. For some parts of it, there were nice solutions like dbt, but in the end for an end-to-end workflow, it didn’t work. That’s why I decided to build an…

    2024 · github.com · its alternatives →

  7. 7NI
  8. 8

    AI workflows for streamlined software development lifecycle

    2024 · fine.dev · its alternatives →

  9. 9
    Flowlet▲275

    A low-code platform for connecting and providing APIs

    2022 · flowlet.app · its alternatives →

  10. 10

    Airtable is a low-code platform for building collaborative apps. Customize your workflow, collaborate, and achieve ambitious outcomes. Get started for free.

    2014 · airtable.com · its alternatives →

  11. 11

    Open-source DORA metrics for software engineering teams

    2024 · github.com · its alternatives →

  12. 12
    Pingy CLI▲140

    The simple frontend build tool. No config. No plugins

    2017 · pin.gy · its alternatives →

  13. 13

    We’re Robin, Louis, and Thomas. Pipelex is a DSL and a Python runtime for repeatable AI workflows. Think Dockerfile/SQL for multi-step LLM pipelines: you declare steps and interfaces; any model/provider can fill them. Why this instead of yet another workflow builder? - Declarative, not glue code: you state what to do; the runtime figures out how. - Agent-first: each step carries natural-language context (purpose, inputs/outputs with meaning) so LLMs can follow, audit, and optimize. Our MCP server enables agents to run pipelines but also to build new pipelines on demand. - Open…

    Oct 2025 · github.com · its alternatives →

  14. 14
    buildpipe▲116

    Compose, run and automate multi step AI developer workflows

    May 2026 · buildpipe.com · its alternatives →

  15. 15

    Autogenerate a complete mobile CI/CD pipeline in minutes

    2023 · app.runway.team · its alternatives →

  16. 16
    Hivel▲192

    Build High Velocity teams

    2022 · hivel.ai · its alternatives →

  17. 17

    An experimental programming language for data flow - calebwin/pipelines

    2019 · github.com · its alternatives →

  18. 18

    A programming language for the cloud ☁️ A unified programming model, combining infrastructure and runtime code into one language ⚡ - winglang/wing

    2023 · github.com · its alternatives →

  19. 19

    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. - airbytehq/airbyte

    2022 · github.com · its alternatives →

  20. 20

    Hey HN, I'm really proud to share with you my new open source project: Kestra https://github.com/kestra-io/kestra I created a few years ago a successful open source AKHQ project: https://github.com/tchiotludo/akhq (renamed from KafkaHQ) which has been adopted by big companies like Best Buy, Pipedrive, BMW, Decathlon and many more. 2300 stars, 120 contributors, 10M docker downloads, much more than I expected. Now let's talk about Kestra, an infinitely scalable orchestration and scheduling platform for creating, running, scheduling and monitoring…

    2022 · github.com · its alternatives →

  21. 21

    Coding agents made everything feel fast again - except managing release binaries. Operations like these should be real commands you can run from your terminal: - "Deploy the login fix to staging" - "What's the functional difference between production and staging?" - "Notify me when any security fix hits production" - "Promote Jen's last changes to staging" - "Share the new beta API SDK with the partners at Acme" That's what Fly does. Every time a CI run pushes artifacts to the Fly Registry, it creates a release - including the binaries produced, an AI-generated summary, captured…

    Apr 2026 · jfrog.com · its alternatives →

  22. 22

    Build data pipelines, the easy way

    2022 · orchest.io · its alternatives →

  23. 23

    The easiest way to run Apache Airflow on your infrastructure

    2018 · astronomer.io · its alternatives →

  24. 24IB

    As a software engineer, I've experienced firsthand the challenges of working with the Airtable API. As more non-technical users began using the platform in our growing business, the need for engineering to automate processes and sync data into Airtable grew. However, keeping track of process failures and ensuring that no unresolved failures slipped by was difficult and required significant effort. That's why I created Airwalker, a toolkit that improves the reliability of processes using the Airtable API and helps you correct issues quickly and with minimal effort. Here are some of the…

    2023 · airwalker.io · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →