> For the complete documentation index, see [llms.txt](https://arcis-r.gitbook.io/arcis/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://arcis-r.gitbook.io/arcis/information/integrations.md).

# Integrations

ARCOS offers **wide-ranging** integration capabilities that accommodate the needs of **individual developers**, **DevOps engineers**, and **enterprise-level organizations**. Every integration is designed to be **modular** and **configurable**, ensuring that you can pick and choose exactly how (and to what extent) ARCOS interacts with your existing processes.

***

## **Version Control Systems**

#### **GitHub**

* **App/Webhooks**: Listen for PRs, commits, or tags; trigger Agents (e.g., CodeSynth).
* **Checks API**: Annotate diffs inline, suggest or auto-apply fixes.

#### **GitLab**

* **CI Integration**: Runs as a pipeline stage for test generation (TestGenius), scans, or DocSavvy documentation.
* **Push Hooks**: Auto-trigger Agents on new commits.

#### **Bitbucket**

* **Pipelines**: Insert ARCIS® Agents to test quality, scan for vulnerabilities, manage configs.
* **Pull Requests**: ARCIS® can comment or push doc/test updates.

#### **Other Git**

* **Self-Hosted**: Point ARCIS® to any repo via SSH/token.
* **SVN/Mercurial**: Basic read support; full automation works best with Git.

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## **CI/CD Pipelines**

#### **Jenkins**

* **Custom Stages**: Insert ARCIS® tasks (e.g., `stage('ARCIS TestGenius') { ... }`).
* **Docker Containers**: Run Agents in isolated, reproducible environments.

#### **GitHub Actions**

* **Workflow YAML**: Add ARCIS® actions (e.g., `"arcis-analyze-code"`) in `.github/workflows/*.yml`.
* **Secrets**: Securely store ARCIS® keys in GitHub Secrets.

#### **GitLab CI**

* **.gitlab-ci.yml**: Jobs can call ARCIS® CLI/SDK.
* **Env Variables**: Pass environment data to CodeSynth or PerfGuard.

#### **Other CI Tools**

* **CircleCI, TeamCity, Azure DevOps**: Execute ARCIS® CLI or Docker containers in standard pipelines.

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## **Container Orchestration**

#### **Docker**

* ARCIS® Agents ship as **Docker images**.
* Spin up specialized Agents locally or in test environments.

#### **Kubernetes**

* **Helm Charts**: For deploying ARCIS® Core and Agents.
* **HPA**: Autoscale Pods based on CPU/memory usage or queue length.

#### **Docker Swarm**

* Orchestrate ARCIS® microservices with minimal changes.

#### **Other Orchestrators**

* **Nomad/Mesos**: Any container-based environment can host ARCIS® Agents.

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## **Cloud Environments**

#### **AWS**

* Deploy on **EC2, ECS/Fargate, or EKS**; integrates with **Comprehend/SageMaker** if desired.

#### **Azure**

* Run on **AKS or Container Instances**; tie logs/metrics into **Monitor or App Insights**.

#### **Google Cloud**

* Use **GKE**; synergy with **Vertex AI** for advanced ML deployments.

#### **On-Prem / Private Cloud**

* **Private data centers or air-gapped setups** with internal-only Agent communication.

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## **AI Providers**

#### **OpenAI**

* **GPT-based refinements**, natural-language docs.

#### **Google AI**

* **LLM synergy** in CodeSynth/TestGenius; optional doc translation in DocSavvy.

#### **IBM Watson**

* **NLU** for deeper code commentary or doc summaries; integrates with **IBM Cloud**.

#### **Microsoft Azure AI**

* **Cognitive Services** for code insights/anomaly detection.

#### **AWS ML Services**

* **Comprehend/SageMaker** for domain-specific bug detection or performance heuristics.

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## **Vector Stores**

#### **FAISS**

* Dense vector indexing for repeated code patterns.

#### **Annoy**

* Approximate nearest neighbors, ideal for large codebases.

#### **Pinecone**

* Cloud-based vector DB with robust indexing.

#### **Milvus**

* Scalable, open-source vector DB for billions of snippets.

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## **Developer Tools & Collaboration**

#### **Slack**

* **PerfGuard or EmailMaestro alerts** to channels; slash commands to trigger ARCIS® tasks.

#### **Microsoft Teams**

* Push **release notes, bug fix summaries, performance metrics**.

#### **Jira, Trello, Asana**

* Auto-create tasks for **refactoring or bug fixes**. Link ARCIS® logs/coverage.

#### **Sentry**

* ARCIS® ingests **error events**, CodeSynth proposes fixes; TestGenius generates regression tests.

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## **Plugin & Extension Model**

* **Create Custom Agents**: Domain-specific or specialized compliance checks.
* **Extend Existing Agents**: Add language rules, custom checks, or synergy with proprietary tooling.
* **Community Marketplace (Roadmap)**: Future plugin ecosystem for niche Agents.

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## **Example Integration Workflow**

1. **GitHub code push** triggers a pipeline.
2. **ARCIS® CLI** calls **CodeSynth (refactors), TestGenius (test updates), PerfGuard (performance checks)**.
3. **Slack notifies** developers of pass/fail or changes.
4. **InfraSage updates staging** via Terraform.
5. **DocSavvy posts doc changes** to Confluence/GitHub Wiki, referencing the triggering commit.