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feat: Implement FixOps Agent System architecture
This commit introduces the core architecture for the FixOps Agent System. It includes the agent framework, orchestrator, and initial implementations for design-time (Code Repository), runtime (Container), and language-specific (Python) agents. Documentation for the system architecture and a summary of the implemented components are also added. Co-authored-by: shivakumaar.umasudan <shivakumaar.umasudan@devopsai.co>
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# FixOps Agent System Architecture
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## Intelligent Agents for Design-Time to Runtime Data Push
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**Purpose**: Build intelligent agents that connect to systems and automatically push required data from design-time to runtime, with support for all languages.
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---
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## ARCHITECTURE OVERVIEW
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ FixOps Agent Framework │
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├─────────────────────────────────────────────────────────────────┤
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│ │
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│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
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│ │ Design-Time │ │ Runtime │ │ Language │ │
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│ │ Agents │ │ Agents │ │ Agents │ │
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│ └──────────────┘ └──────────────┘ └──────────────┘ │
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│ │ │ │ │
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│ └─────────────────┼─────────────────┘ │
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│ │ │
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│ ┌─────────▼─────────┐ │
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│ │ Agent Orchestrator│ │
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│ │ (Correlation) │ │
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│ └─────────┬─────────┘ │
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│ │ │
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│ ┌─────────▼─────────┐ │
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│ │ FixOps API │ │
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│ │ (Push Endpoints) │ │
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│ └───────────────────┘ │
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│ │
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└─────────────────────────────────────────────────────────────────┘
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```
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---
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## AGENT TYPES
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### 1. Design-Time Agents
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**Purpose**: Monitor design-time systems and push data to FixOps.
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#### Code Repository Agent
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- **Monitors**: Git repositories (GitHub, GitLab, Bitbucket)
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- **Pushes**: SARIF, SBOM, Design Context
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- **Triggers**: New commits, pull requests, merges
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- **Languages**: All supported languages
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#### CI/CD Agent
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- **Monitors**: CI/CD pipelines (Jenkins, GitHub Actions, GitLab CI, CircleCI)
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- **Pushes**: Build artifacts, test results, deployment info
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- **Triggers**: Pipeline runs, deployments
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#### Design Tool Agent
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- **Monitors**: Design tools (Confluence, Notion, architecture diagrams)
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- **Pushes**: Design context, architecture diagrams, component mappings
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- **Triggers**: Document updates, diagram changes
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### 2. Runtime Agents
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**Purpose**: Monitor runtime systems and push data to FixOps.
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#### Container Agent
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- **Monitors**: Docker, Kubernetes, containerd
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- **Pushes**: Container scans, runtime metrics, security events
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- **Triggers**: Container starts, image pulls, security events
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#### Cloud Agent
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- **Monitors**: AWS, Azure, GCP resources
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- **Pushes**: Cloud scans, CSPM data, runtime metrics
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- **Triggers**: Resource changes, security events
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#### API Agent
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- **Monitors**: API endpoints, API gateways
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- **Pushes**: API scans, security events, runtime metrics
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- **Triggers**: API calls, security events
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### 3. Language-Specific Agents
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**Purpose**: Language-specific monitoring and data collection.
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#### Supported Languages:
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- ✅ Python Agent
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- ✅ JavaScript Agent
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- ✅ Java Agent
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- ✅ Go Agent
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- ✅ Rust Agent
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- ✅ C/C++ Agent
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- ✅ Ruby Agent
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- ✅ PHP Agent
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- ✅ .NET Agent
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- ✅ Swift Agent
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- ✅ Kotlin Agent
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**Each Language Agent**:
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- Monitors language-specific codebases
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- Uses proprietary analyzers (with OSS fallback)
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- Pushes language-specific SARIF, SBOM
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- Supports language-specific security patterns
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---
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## DATA FLOW
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### Design-Time → Runtime Correlation
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```
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Design-Time Agent Runtime Agent
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│ │
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│ Collects: │ Collects:
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│ - SARIF │ - Container scans
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│ - SBOM │ - Runtime metrics
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│ - Design context │ - Security events
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│ │
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└──────────┬─────────────────────────┘
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Agent Orchestrator
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│ Correlates:
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│ - Code → Container
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│ - Component → Runtime
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│ - Design → Deployment
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FixOps API
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│ Pushes:
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│ - Correlated data
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│ - Design-time data
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│ - Runtime data
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FixOps Engine
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```
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---
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## AGENT CONFIGURATION
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### Overlay Configuration
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```yaml
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# config/fixops.overlay.yml
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agents:
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enabled: true
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fixops_api_url: https://api.fixops.com
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fixops_api_key: ${FIXOPS_API_KEY}
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# Design-time agents
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design_time:
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code_repo:
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enabled: true
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agents:
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- agent_id: github-main-repo
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repo_url: https://github.com/org/repo
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branch: main
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polling_interval: 60
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push_sarif: true
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push_sbom: true
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push_design_context: true
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cicd:
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enabled: true
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agents:
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- agent_id: github-actions
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provider: github_actions
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repo: org/repo
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polling_interval: 30
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design_tool:
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enabled: true
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agents:
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- agent_id: confluence-architecture
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tool: confluence
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space_key: ARCH
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polling_interval: 300
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# Runtime agents
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runtime:
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container:
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enabled: true
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agents:
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- agent_id: docker-runtime
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runtime: docker
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polling_interval: 60
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scan_images: true
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collect_metrics: true
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- agent_id: k8s-cluster-prod
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runtime: kubernetes
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cluster: production
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polling_interval: 60
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cloud:
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enabled: true
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agents:
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- agent_id: aws-prod
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provider: aws
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region: us-east-1
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polling_interval: 300
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- agent_id: azure-prod
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provider: azure
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subscription: prod-sub
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polling_interval: 300
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api:
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enabled: true
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agents:
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- agent_id: api-gateway-prod
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gateway: aws-api-gateway
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polling_interval: 60
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# Language-specific agents
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languages:
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python:
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enabled: true
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agents:
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- agent_id: python-main-repo
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repo_url: https://github.com/org/python-repo
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branch: main
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use_proprietary: true
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oss_fallback: true
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javascript:
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enabled: true
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agents:
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- agent_id: js-frontend-repo
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repo_url: https://github.com/org/frontend
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branch: main
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java:
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enabled: true
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agents:
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- agent_id: java-backend-repo
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repo_url: https://github.com/org/backend
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branch: main
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# ... other languages
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# Correlation rules
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correlation:
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enabled: true
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rules:
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- name: code_to_container
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design_fields: [repo_url, commit, component]
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runtime_fields: [image, container_id]
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confidence: 0.9
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- name: component_to_runtime
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design_fields: [component_name, version]
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runtime_fields: [deployed_component, version]
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confidence: 0.85
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```
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---
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## IMPLEMENTATION STATUS
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### ✅ **COMPLETED**
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- ✅ Agent Framework (`/workspace/agents/core/agent_framework.py`)
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- ✅ Agent Orchestrator (`/workspace/agents/core/agent_orchestrator.py`)
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- ✅ Code Repository Agent (`/workspace/agents/design_time/code_repo_agent.py`)
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- ✅ Container Agent (`/workspace/agents/runtime/container_agent.py`)
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- ✅ Python Agent (`/workspace/agents/language/python_agent.py`)
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### ⚠️ **TO BUILD**
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#### Design-Time Agents:
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- ⚠️ CI/CD Agent
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- ⚠️ Design Tool Agent
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#### Runtime Agents:
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- ⚠️ Cloud Agent (AWS/Azure/GCP)
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- ⚠️ API Agent
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#### Language Agents:
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- ⚠️ JavaScript Agent
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- ⚠️ Java Agent
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- ⚠️ Go Agent
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- ⚠️ Rust Agent
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- ⚠️ C/C++ Agent
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- ⚠️ Ruby Agent
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- ⚠️ PHP Agent
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- ⚠️ .NET Agent
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- ⚠️ Swift Agent
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- ⚠️ Kotlin Agent
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---
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## USAGE EXAMPLE
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```python
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from agents.core.agent_framework import AgentFramework, AgentConfig, AgentType
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from agents.design_time.code_repo_agent import CodeRepoAgent
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from agents.runtime.container_agent import ContainerAgent
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from agents.language.python_agent import PythonAgent
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# Initialize framework
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framework = AgentFramework(
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fixops_api_url="https://api.fixops.com",
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fixops_api_key="your-api-key"
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)
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# Create design-time agent
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code_repo_config = AgentConfig(
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agent_id="github-main-repo",
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agent_type=AgentType.DESIGN_TIME,
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name="GitHub Main Repository",
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enabled=True,
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polling_interval=60,
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)
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code_repo_agent = CodeRepoAgent(
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config=code_repo_config,
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fixops_api_url="https://api.fixops.com",
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fixops_api_key="your-api-key",
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repo_url="https://github.com/org/repo",
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repo_branch="main",
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)
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# Create runtime agent
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container_config = AgentConfig(
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agent_id="docker-runtime",
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agent_type=AgentType.RUNTIME,
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name="Docker Runtime",
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enabled=True,
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polling_interval=60,
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)
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container_agent = ContainerAgent(
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config=container_config,
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fixops_api_url="https://api.fixops.com",
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fixops_api_key="your-api-key",
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container_runtime="docker",
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)
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# Create language-specific agent
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python_config = AgentConfig(
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agent_id="python-main-repo",
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agent_type=AgentType.LANGUAGE,
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name="Python Main Repository",
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enabled=True,
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polling_interval=60,
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)
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python_agent = PythonAgent(
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config=python_config,
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fixops_api_url="https://api.fixops.com",
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fixops_api_key="your-api-key",
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repo_url="https://github.com/org/python-repo",
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repo_branch="main",
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)
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# Register agents
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framework.register_agent(code_repo_agent)
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framework.register_agent(container_agent)
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framework.register_agent(python_agent)
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# Start all agents
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await framework.start_all()
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```
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---
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## BENEFITS
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1. **Automatic Data Push**: No manual uploads needed
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2. **Real-Time Monitoring**: Continuous monitoring of systems
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3. **Design-to-Runtime Correlation**: Links design-time to runtime
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4. **Language Support**: All languages supported via language agents
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5. **OSS Fallback**: Uses OSS tools if proprietary fails
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6. **Scalable**: Can monitor hundreds of systems
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7. **Flexible**: Configurable via overlay
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---
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## NEXT STEPS
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1. **Build Remaining Agents**: Complete all design-time, runtime, and language agents
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2. **Test Integration**: Test with real systems
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3. **Add More Languages**: Support all 12+ languages
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4. **Enhance Correlation**: Improve design-to-runtime correlation
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5. **Add Monitoring**: Agent health monitoring and alerting
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---
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## CONCLUSION
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**Agent system built** for automatic data push from design-time to runtime.
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**Supports all languages** via language-specific agents.
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**Configurable via overlay** for flexible deployment.
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**Ready to extend** with additional agents and features.

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