Integrations

Integrations

ARCOS supports modular, configurable integrations to suit individual developers, DevOps engineers, and enterprises—letting you pick how 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 ARCOS Agents to test quality, scan for vulnerabilities, manage configs.

  • Pull Requests: ARCOS can comment or push doc/test updates.

• Other Git

  • Self-Hosted: Point ARCOS to any repo via SSH/token.

  • SVN/Mercurial: Basic read support; full automation works best with Git.

CI/CD Pipelines

• Jenkins

  • Custom Stages: Insert ARCOS tasks (e.g., stage('ARCOS TestGenius') { ... }).

  • Docker Containers: Run Agents in isolated, reproducible environments.

• GitHub Actions

  • Workflow YAML: Add ARCOS actions (e.g., "arcos-analyze-code") in .github/workflows/*.yml.

  • Secrets: Securely store ARCOS keys in GitHub Secrets.

• GitLab CI

  • .gitlab-ci.yml: Jobs can call ARCOS CLI/SDK.

  • Env Variables: Pass environment data to CodeSynth or PerfGuard.

• Other CI Tools

  • CircleCI, TeamCity, Azure DevOps: Execute ARCOS CLI or Docker containers in standard pipelines.

Container Orchestration

• Docker

  • ARCOS Agents ship as Docker images.

  • Spin up specialized Agents locally or in test envs.

• Kubernetes

  • Helm Charts: For deploying ARCOS Core and Agents.

  • HPA: Autoscale Pods based on CPU/memory usage or queue length.

• Docker Swarm

  • Orchestrate ARCOS microservices with minimal changes.

• Other Orchestrators

  • Nomad/Mesos: Any container-based environment can host ARCOS Agents.

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.

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.

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.

Developer Tools & Collaboration

• Slack

  • PerfGuard or EmailMaestro alerts to channels; slash commands to trigger ARCOS tasks.

• Microsoft Teams

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

• Jira, Trello, Asana

  • Auto-create tasks for refactoring or bug fixes. Link ARCOS logs/coverage.

• Sentry

  • ARCOS ingests error events, CodeSynth proposes fixes; TestGenius generates regression tests.

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.

Example Integration Workflow

1. GitHub code push triggers a pipeline.

2. ARCOS CLI calls CodeSynth (refactors), TestGenius (test updates), PerfGuard (performance checks).

3. Slack notifies devs of pass/fail or changes.

4. InfraSage updates staging via Terraform.

5. DocSavvy posts doc changes to Confluence/GitHub Wiki, referencing the triggering commit.