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    <title>orchestration</title>
    <link rel="self" type="application/atom+xml" href="https://links.biapy.com/guest/tags/427/feed"/>
    <updated>2026-08-01T19:07:10+00:00</updated>
    <id>https://links.biapy.com/guest/tags/427/feed</id>
            <entry>
            <id>https://links.biapy.com/links/13100</id>
            <title type="text"><![CDATA[atmos]]></title>
            <link rel="alternate" href="https://atmos.tools/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/13100"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Treat environments as configuration and eliminate code duplication, custom bash scripts, and complicated tooling with one tool to rule them all.

 👽 Terraform Orchestration Tool for DevOps. Keep environment configuration DRY with hierarchical imports of configurations, inheritance, and WAY more. Native support for Terraform and Helmfile. 

- [atmos @ GitHub](https://github.com/cloudposse/atmos).]]>
            </summary>
            <updated>2026-06-23T14:50:27+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/12312</id>
            <title type="text"><![CDATA[oh-my-claudecode]]></title>
            <link rel="alternate" href="https://yeachan-heo.github.io/oh-my-claudecode-website/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/12312"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Teams-first Multi-agent orchestration for Claude Code. A weapon, not a tool.

Multi-AI orchestration plugin for Claude Code. Coordinate Claude, Gemini, and Codex with 19 specialized agents, 28 skills, and MCP-powered tools.

- [oh-my-claudecode @ GitHub](https://github.com/Yeachan-Heo/oh-my-claudecode).]]>
            </summary>
            <updated>2026-03-28T07:31:49+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/12295</id>
            <title type="text"><![CDATA[Optio]]></title>
            <link rel="alternate" href="https://github.com/jonwiggins/optio" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/12295"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Workflow orchestration for AI coding agents, from task to merged PR. 

Optio turns coding tasks into merged pull requests — without human babysitting. Submit a task (manually, from a GitHub Issue, or from Linear), and Optio handles the rest: provisions an isolated environment, runs an AI agent, opens a PR, monitors CI, triggers code review, auto-fixes failures, and merges when everything passes.]]>
            </summary>
            <updated>2026-03-26T12:54:06+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/11281</id>
            <title type="text"><![CDATA[Stepped]]></title>
            <link rel="alternate" href="https://github.com/envirobly/stepped" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/11281"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Stepped is a Rails engine for orchestrating complex workflows as a tree of actions.

Stepped is a Rails engine for orchestrating complex workflows as a tree of actions. Each action is persisted, runs through Active Job, and can fan out into more actions while keeping the parent action moving step-by-step as dependencies complete.]]>
            </summary>
            <updated>2025-12-23T08:51:27+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/11140</id>
            <title type="text"><![CDATA[Terramate]]></title>
            <link rel="alternate" href="https://terramate.io/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/11140"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Turn Your IaC into a Lightning-Fast Platform.
Rapidly accelerate Terraform, OpenTofu, and Terragrunt projects with faster pipelines, reduced blast radius, drift and vulnerability detection, full visibility and observability in minutes.

 Open-source Infrastructure as Code (IaC) orchestration platform: GitOps workflows, orchestration, code generation, observability, drift detection, asset management, policies, Slack notifications, and more. Integrates with Terraform, OpenTofu, Terragrunt, Kubernetes, GitHub Actions, GitLab CI/CD, BitBucket Pipelines, and any other CI/CD platform. 

Terramate CLI is an open-source orchestration and code generation engine that allows Infrastructure as Code (IaC) such as Terraform, OpenTofu, Terragrunt and Kubernetes to scale.

- [Terramate @ GitHub](https://github.com/terramate-io/terramate).

Related contents:

- [Why we migrated from Terraspace to Terramate: A technical journey @ Alan Product and Technical Blog&amp;#039;s Medium](https://medium.com/alan/why-we-migrated-from-terraspace-to-terramate-a-technical-journey-91a6d667f6ec).]]>
            </summary>
            <updated>2025-12-01T10:01:14+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/10888</id>
            <title type="text"><![CDATA[SOARCA]]></title>
            <link rel="alternate" href="https://cossas.github.io/SOARCA/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/10888"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Security Orchestrator for Advanced Response to Cyber Attacks.

The Open Source CACAO-based Security Orchestrator! 
Automate threat and incident response workflows with CACAO security playbooks.

- [SOARCA @ GitHub](https://github.com/COSSAS/SOARCA).

Related contents:

- [The race to shore up Europe’s power grids against cyberattacks and sabotage @ The Register](https://www.theregister.com/2025/11/03/europe_power_grid_security/).]]>
            </summary>
            <updated>2025-11-05T10:41:18+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/10629</id>
            <title type="text"><![CDATA[cagent]]></title>
            <link rel="alternate" href="https://github.com/docker/cagent" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/10629"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Agent Builder and Runtime by Docker Engineering.

cagent lets you create and run intelligent AI agents, where each agent has specialized knowledge, tools, and capabilities.
Think of it as allowing you to quickly build, share and run a team of virtual experts that collaborate to solve complex problems for you.

A powerful, easy to use, customizable multi-agent runtime that orchestrates AI agents with specialized capabilities and tools, and the interactions between agents.

Related contents:

- [Terraforming With AI @  Zachary Loeber&amp;#039;s dev.to](https://dev.to/zloeber/terraforming-with-ai-g0o).
- [Using MCP Servers: From Quick Tools to Multi-Agent Systems @ Docker Blog](https://www.docker.com/blog/mcp-servers-docker-toolkit-cagent-gateway/).]]>
            </summary>
            <updated>2026-01-26T12:51:17+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/255</id>
            <title type="text"><![CDATA[Inngest]]></title>
            <link rel="alternate" href="https://www.inngest.com/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/255"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[AI and backend workflows, orchestrated at any scale.

Inngest is an event-driven durable execution platform that allows you to run fast, reliable code on any platform, without managing queues, infra, or state.

- [Inngest documentation](https://www.inngest.com/docs).
- [Inngest @ GitHub](https://github.com/inngest/inngest).]]>
            </summary>
            <updated>2025-12-09T11:38:46+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/1171</id>
            <title type="text"><![CDATA[LangGraph]]></title>
            <link rel="alternate" href="https://www.langchain.com/langgraph" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/1171"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Balance agent control with agency.  Build resilient language agents as graphs. 

Gain control with LangGraph to design agents that reliably handle complex tasks. Build and scale agentic applications with LangGraph Platform.

LangGraph — used by Replit, Uber, LinkedIn, GitLab and more — is a low-level orchestration framework for building controllable agents. While langchain provides integrations and composable components to streamline LLM application development, the LangGraph library enables agent orchestration — offering customizable architectures, long-term memory, and human-in-the-loop to reliably handle complex tasks.

- [LangGraph @ GitHub](https://github.com/langchain-ai/langgraph).

Related contents:

- [Why we chose LangGraph to build our coding agent @  qodo](https://www.qodo.ai/blog/why-we-chose-langgraph-to-build-our-coding-agent/).
- [LangGraph for complex workflows @ surma.dev](https://surma.dev/things/langgraph/).
- [LangChain, LangGraph Flaws Expose Files, Secrets, Databases in Widely Used AI Frameworks @ The Hacker News](https://thehackernews.com/2026/03/langchain-langgraph-flaws-expose-files.html).]]>
            </summary>
            <updated>2026-03-30T18:57:36+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/1458</id>
            <title type="text"><![CDATA[Kargo]]></title>
            <link rel="alternate" href="https://kargo.io/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/1458"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Multi-Stage GitOps Continuous Promotion.  Application lifecycle orchestration.
Seamlessly orchestrate stage-to-stage deployments, 
without custom scripts or CI pipelines.

Kargo is a next-generation continuous delivery and application lifecycle orchestration platform for Kubernetes. It builds upon GitOps principles and integrates with existing technologies, like Argo CD, to streamline and automate the progressive rollout of changes across the many stages of an application&amp;#039;s lifecycle.

- [Kargo @ GitHub](https://github.com/akuity/kargo).

Related contents:

- [Change Management with the Pulumi Kubernetes Operator and Kargo @ Pulumi Blog](https://www.pulumi.com/blog/pulumi-kubernetes-operator-and-kargo/).
- [GitOps architecture, patterns and anti-patterns @ Platform Engineering](https://platformengineering.org/blog/gitops-architecture-patterns-and-anti-patterns).
- [From Commit to Production: Hands-On GitOps Promotion with GitHub Actions, Argo CD, Helm, and Kargo @ freeCodeCamp](https://www.freecodecamp.org/news/from-commit-to-production-hands-on-gitops-promotion-with-github-actions-argo-cd-helm-and-kargo/).]]>
            </summary>
            <updated>2026-04-15T06:08:59+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/2941</id>
            <title type="text"><![CDATA[Dagster]]></title>
            <link rel="alternate" href="https://dagster.io/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/2941"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Cloud-native orchestration of data pipelines. Ship data pipelines with extraordinary velocity.
An orchestration platform for the development, production, and observation of data assets. 

The cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.

Dagster is a cloud-native data pipeline orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.

It is designed for developing and maintaining data assets, such as tables, data sets, machine learning models, and reports.

- [Dagster @ GitHub](https://github.com/dagster-io/dagster).]]>
            </summary>
            <updated>2025-08-29T00:07:19+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/3278</id>
            <title type="text"><![CDATA[Swarm]]></title>
            <link rel="alternate" href="https://github.com/openai/swarm" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/3278"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Related contents:

- [Don’t Build Multi-Agents @ Cognition](https://cognition.ai/blog/dont-build-multi-agents#principles-of-context-engineering).]]>
            </summary>
            <updated>2025-09-17T14:31:00+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/3822</id>
            <title type="text"><![CDATA[Kestra]]></title>
            <link rel="alternate" href="https://kestra.io/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/3822"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Open Source Declarative Data Orchestration.  Event-Driven Declarative Orchestrator.

Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code. 

Kestra is a universal open-source orchestrator that makes both scheduled and event-driven workflows easy. By bringing Infrastructure as Code best practices to data, process, and microservice orchestration, you can build reliable workflows and manage them with confidence.

- [Kestra @ GitHub](https://github.com/kestra-io/kestra).

Related contents:

- [Flaky Tests: a journey to beat them all @ foojay.io](https://foojay.io/today/flaky-tests-a-journey-to-beat-them-all/).]]>
            </summary>
            <updated>2026-01-19T10:52:09+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/3992</id>
            <title type="text"><![CDATA[Bottlerocket]]></title>
            <link rel="alternate" href="https://bottlerocket.dev/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/3992"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[An operating system designed for hosting containers. Bottlerocket is an operating system for the worker nodes in an orchestrated container cluster.

Bottlerocket is a Linux-based operating system optimized for hosting containers. It’s free and open-source software, developed in the open on GitHub. Bottlerocket is installed as the base operating system on the machine or instance where your containers themselves are running. It is specifically designed to work with your container orchestrator (like Kubernetes) to automate the lifecycle of the containers running in your cluster. Bottlerocket runs in the cloud or in your datacenter.

- [Bottlerocket OS @ GitHub](https://github.com/bottlerocket-os/bottlerocket).]]>
            </summary>
            <updated>2025-08-29T03:01:54+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/4359</id>
            <title type="text"><![CDATA[Prefect]]></title>
            <link rel="alternate" href="https://www.prefect.io/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/4359"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Workflow Orchestration Made Simple. Stop wondering about your workflows. The orchestrator for people who have done orchestration before.

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines. Prefect is an orchestration and observability platform for building, observing, and triaging workflows. It&amp;#039;s the simplest way to transform Python code into an interactive workflow application.

Prefect allows you to expose your workflows through an API so teams dependent on you can programmatically access your pipelines, business logic, and more. Prefect also allows you to standardize workflow development and deployment across your organization.

- [Prefect @ GitHub](https://github.com/PrefectHQ/prefect).

Related contents:

- [An Open-Source Maintainer&amp;#039;s Guide to Saying No @ Mostly Harmless](https://www.jlowin.dev/blog/oss-maintainers-guide-to-saying-no).]]>
            </summary>
            <updated>2025-09-19T12:39:17+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/4588</id>
            <title type="text"><![CDATA[K8s-Sherlock 🕵️‍♂️]]></title>
            <link rel="alternate" href="https://github.com/VivSoftOrg/k8s-sherlock" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/4588"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[K8s-Sherlock is your open-source investigative tool for diving deep into Kubernetes cluster mysteries. Designed to simplify and expedite debugging processes, it&amp;#039;s the essential utility for demystifying complex container orchestration issues.

K8s-Sherlock is an open-source Kubernetes pod designed for debugging and diagnostics. As a swiss-army knife for your Kubernetes cluster, it comes pre-loaded with a host of tools to help you diagnose issues with network, containers, and more. Developed to expedite the troubleshooting process, K8s-Sherlock is your go-to pod for resolving complex orchestration issues.]]>
            </summary>
            <updated>2025-08-29T04:42:44+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/4723</id>
            <title type="text"><![CDATA[KubeAdmiral]]></title>
            <link rel="alternate" href="https://github.com/kubewharf/kubeadmiral" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/4723"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[Multi-Cluster Kubernetes Orchestration.

KubeAdmiral is a multi-cluster management system for Kubernetes, developed from Kubernetes Federation v2. Kubernetes Federation v2 allows users to manage Kubernetes resources across multiple clusters through the use of federated types such as FederatedDeployment, FederatedReplicaSet, FederatedSecret, etc. KubeAdmiral extends the Kubernetes Federation v2 API, providing compatibility with the Kubernetes native API and more powerful resource management capabilities.

- [KubeAdmiral: Next-Generation Multi-Cluster Orchestration Engine Based on Kubernetes @ DZone](https://dzone.com/articles/kubeadmiral-next-generation-multi-cluster-orchestr).]]>
            </summary>
            <updated>2025-08-29T05:03:57+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/4826</id>
            <title type="text"><![CDATA[Keep]]></title>
            <link rel="alternate" href="https://www.keephq.dev/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/4826"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[The open-source alerts management and automation platform. Imagine you had GitHub Action for any part of your observability stack.

 Keep makes it easy to consolidate all your alerts into a single pane of glass and to orchestrate workflows to automate your end-to-end processes. 

[Keep @ GitHub](https://github.com/keephq/keep).]]>
            </summary>
            <updated>2025-08-29T05:21:04+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/4838</id>
            <title type="text"><![CDATA[Camunda]]></title>
            <link rel="alternate" href="https://camunda.com/" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/4838"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[The Universal Process Orchestrator.
Process Orchestration for end-to-end automation.]]>
            </summary>
            <updated>2025-08-29T05:23:09+00:00</updated>
        </entry>
            <entry>
            <id>https://links.biapy.com/links/5707</id>
            <title type="text"><![CDATA[Moby Project]]></title>
            <link rel="alternate" href="https://github.com/moby/moby" />
            <link rel="via" type="application/atom+xml" href="https://links.biapy.com/links/5707"/>
            <author>
                <name><![CDATA[Biapy]]></name>
            </author>
            <summary type="text">
                <![CDATA[A collaborative project for the container ecosystem to assemble container-based systems. Moby is an open-source project created by Docker to enable and accelerate software containerization.

It provides a &amp;quot;Lego set&amp;quot; of toolkit components, the framework for assembling them into custom container-based systems, and a place for all container enthusiasts and professionals to experiment and exchange ideas. Components include container build tools, a container registry, orchestration tools, a runtime and more, and these can be used as building blocks in conjunction with other tools and projects.]]>
            </summary>
            <updated>2025-08-29T07:48:23+00:00</updated>
        </entry>
    </feed>
