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Dev tools · alternatives · 2026

24 alternatives to Distributive – A simple, distributed monitoring solution

Unit testing for the cloud. Contribute to CiscoCloud/distributive development by creating an account on GitHub.

Distributive is a distributed monitoring solution designed for cloud environments. It functions as a unit testing framework for cloud infrastructure, allowing developers to test and validate cloud systems. The tool is… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Distributive – A simple, distributed monitoring solution launched in 2015; newer entries below may have overtaken it.

  1. 1

    GitHub Gist: instantly share code, notes, and snippets.

    2018 · gist.github.com · its alternatives →

  2. 2

    Fix bugs faster with open source, AI native observability

    2025 · traceroot.ai · its alternatives →

  3. 3
    Komiser▲386

    Open-source cloud environment inspector

    2023 · komiser.io · its alternatives →

  4. 4
    KloudMate▲279

    Logs, metrics, and traces in one platform. KloudMate helps engineers find and fix issues fast. Ask the built-in AI assistant to help track down the cause.

    2023 · kloudmate.com · its alternatives →

  5. 5DA
  6. 6

    Cloud cost efficiency, engineering-first

    2021 · its alternatives →

  7. 7

    Distr is designed to help software engineers distribute and manage their applications or agents in customer-controlled or shared-responsibility environments. You only need a Docker Compose file or Helm chart—everything else for on-prem is handled by the platform. We’re are an open source dev tool company. Over the past couple of months, we’ve spoken with dozens of software companies to understand their challenges with on-prem deployments. We analyzed the internal tools they’ve built and the best practices from existing solutions, combining them into a prebuilt, Open Source solution that…

    2025 · github.com · its alternatives →

  8. 8PA
  9. 9

    Infrastructure as code (IaC) often fails during deployment due to dynamic constraints such as name collisions, quota limits and other resource-specific constraints that devs run halfway into an IaC deployment. We witnessed this first hand at TinyStacks and built precloud - an open-source framework to define and run dynamic tests before IaC deployments. The precloud framework currently supports Terraform and AWS CDK with several default checks (unique names, service quota checks and more) and ability to define your own!

    2023 · github.com · its alternatives →

  10. 10

    Cloud security monitoring tool and framework. Contribute to cloudmarker/cloudmarker development by creating an account on GitHub.

    2019 · github.com · its alternatives →

  11. 11

    Open-source cloud-environment inspector. Supporting AWS, GCP, Azure, and more! Your cloud resources will have nowhere to hide! - mlabouardy/komiser

    2019 · github.com · its alternatives →

  12. 12

    Decentralized Issue Tracking for git. Contribute to git-dit/git-dit development by creating an account on GitHub.

    2017 · github.com · its alternatives →

  13. 13

    A year ago, we launched Distr here to help software vendors manage customer deployments remotely. We had agents that pulled updates, a hub with a GUI, and a lot of assumptions about what on-prem deployment needed. It turned out things get messy when your software is running in places you can't simply SSH into. Over the last year, we’ve also helped modernize a lot of home-baked solutions: bash scripts that email when updates fail, Excel sheets nobody trusts to track customer versions, engineers driving to customer sites to fix things in person, debug sessions over email (“can you take a…

    Feb 2026 · github.com · its alternatives →

  14. 14

    Distributed cross-network remote debugging for Python - tarockey/azure-debug-relay

    2021 · github.com · its alternatives →

  15. 15

    A browser-based serverless platform that is open-source

    2021 · moderncloud.io · its alternatives →

  16. 16

    We have been working on Multy, an open-source[1] tool that enables developers to deploy and switch to any cloud - AWS, Azure and GCP for now. We realized that, even when using Terraform, writing infrastructure code is very different for each cloud provider. This means changing clouds or deploying the same infrastructure in multiple clouds requires rewriting the same thing multiple times. And even though most core resources have the same functionality, developers need to learn a new provider and all its nuances when choosing a new cloud. This is why we built Multy. Multy is currently…

    2022 · github.com · its alternatives →

  17. 17

    This code is still in early beta, but i sincerley hope it will become as ubiquitous as VIM on Linux.

    2024 · github.com · its alternatives →

  18. 18

    We have been working on multy.dev, an open-source cloud agnostic API that makes it easy to deploy the same infrastructure to any cloud provider using native managed services. The motivation was the realisation that, even when using Terraform, migrating infrastructure code requires an end-to-end re-write. Even though most core resources are the same in any major cloud, developers need to learn a new provider to deploy the same infrastructure when moving providers. We are still in early days of development and currently support the core services from AWS and Azure: - Networking…

    2022 · multy.dev · its alternatives →

  19. 19DC
  20. 20

    Over the past few months, we've been building Prism; a fast, developer-first observability UI that's deeply integrated with our open-source database, Parseable. Prism is designed for engineers who debug distributed systems, sometimes at odd hours, and need answers right now, without having to deal with five different tools. Backstory: We spoke to dozens of observability practitioners in large enterprises. Across the board, we heard two things: (1)The RoI on observability tools is hard to justify. (2)OSS leads to tool sprawl, metrics in Grafana, logs in ELK, traces… somewhere. We wanted a…

    2022 · parseable.com · its alternatives →

  21. 21

    Sub-second analytics platform on open-source technologies

    2023 · double.cloud · its alternatives →

  22. 22

    A tiny "sandbox" to run untrusted code 🏖️. Contribute to craigmulligan/sandy development by creating an account on GitHub.

    2020 · github.com · its alternatives →

  23. 23IM
  24. 24AO

    Me and a few friends have been working multy.dev, an open-source cloud agnostic API that makes it easy to deploy the same infrastructure to any cloud provider using native managed services. The motivation was the realisation that, even when using Terraform, migrating infrastructure code requires an end-to-end re-write. Even though most core resources are the same in any major cloud, developers need to learn a new provider to deploy the same infrastructure when moving providers. We currently support: - Networking (virtual_network, subnet, route_table, security_group, network_interface,…

    2022 · 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 →