|
| 1 | +# FixOps Agent System Architecture |
| 2 | +## Intelligent Agents for Design-Time to Runtime Data Push |
| 3 | + |
| 4 | +**Purpose**: Build intelligent agents that connect to systems and automatically push required data from design-time to runtime, with support for all languages. |
| 5 | + |
| 6 | +--- |
| 7 | + |
| 8 | +## ARCHITECTURE OVERVIEW |
| 9 | + |
| 10 | +``` |
| 11 | +┌─────────────────────────────────────────────────────────────────┐ |
| 12 | +│ FixOps Agent Framework │ |
| 13 | +├─────────────────────────────────────────────────────────────────┤ |
| 14 | +│ │ |
| 15 | +│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │ |
| 16 | +│ │ Design-Time │ │ Runtime │ │ Language │ │ |
| 17 | +│ │ Agents │ │ Agents │ │ Agents │ │ |
| 18 | +│ └──────────────┘ └──────────────┘ └──────────────┘ │ |
| 19 | +│ │ │ │ │ |
| 20 | +│ └─────────────────┼─────────────────┘ │ |
| 21 | +│ │ │ |
| 22 | +│ ┌─────────▼─────────┐ │ |
| 23 | +│ │ Agent Orchestrator│ │ |
| 24 | +│ │ (Correlation) │ │ |
| 25 | +│ └─────────┬─────────┘ │ |
| 26 | +│ │ │ |
| 27 | +│ ┌─────────▼─────────┐ │ |
| 28 | +│ │ FixOps API │ │ |
| 29 | +│ │ (Push Endpoints) │ │ |
| 30 | +│ └───────────────────┘ │ |
| 31 | +│ │ |
| 32 | +└─────────────────────────────────────────────────────────────────┘ |
| 33 | +``` |
| 34 | + |
| 35 | +--- |
| 36 | + |
| 37 | +## AGENT TYPES |
| 38 | + |
| 39 | +### 1. Design-Time Agents |
| 40 | + |
| 41 | +**Purpose**: Monitor design-time systems and push data to FixOps. |
| 42 | + |
| 43 | +#### Code Repository Agent |
| 44 | +- **Monitors**: Git repositories (GitHub, GitLab, Bitbucket) |
| 45 | +- **Pushes**: SARIF, SBOM, Design Context |
| 46 | +- **Triggers**: New commits, pull requests, merges |
| 47 | +- **Languages**: All supported languages |
| 48 | + |
| 49 | +#### CI/CD Agent |
| 50 | +- **Monitors**: CI/CD pipelines (Jenkins, GitHub Actions, GitLab CI, CircleCI) |
| 51 | +- **Pushes**: Build artifacts, test results, deployment info |
| 52 | +- **Triggers**: Pipeline runs, deployments |
| 53 | + |
| 54 | +#### Design Tool Agent |
| 55 | +- **Monitors**: Design tools (Confluence, Notion, architecture diagrams) |
| 56 | +- **Pushes**: Design context, architecture diagrams, component mappings |
| 57 | +- **Triggers**: Document updates, diagram changes |
| 58 | + |
| 59 | +### 2. Runtime Agents |
| 60 | + |
| 61 | +**Purpose**: Monitor runtime systems and push data to FixOps. |
| 62 | + |
| 63 | +#### Container Agent |
| 64 | +- **Monitors**: Docker, Kubernetes, containerd |
| 65 | +- **Pushes**: Container scans, runtime metrics, security events |
| 66 | +- **Triggers**: Container starts, image pulls, security events |
| 67 | + |
| 68 | +#### Cloud Agent |
| 69 | +- **Monitors**: AWS, Azure, GCP resources |
| 70 | +- **Pushes**: Cloud scans, CSPM data, runtime metrics |
| 71 | +- **Triggers**: Resource changes, security events |
| 72 | + |
| 73 | +#### API Agent |
| 74 | +- **Monitors**: API endpoints, API gateways |
| 75 | +- **Pushes**: API scans, security events, runtime metrics |
| 76 | +- **Triggers**: API calls, security events |
| 77 | + |
| 78 | +### 3. Language-Specific Agents |
| 79 | + |
| 80 | +**Purpose**: Language-specific monitoring and data collection. |
| 81 | + |
| 82 | +#### Supported Languages: |
| 83 | +- ✅ Python Agent |
| 84 | +- ✅ JavaScript Agent |
| 85 | +- ✅ Java Agent |
| 86 | +- ✅ Go Agent |
| 87 | +- ✅ Rust Agent |
| 88 | +- ✅ C/C++ Agent |
| 89 | +- ✅ Ruby Agent |
| 90 | +- ✅ PHP Agent |
| 91 | +- ✅ .NET Agent |
| 92 | +- ✅ Swift Agent |
| 93 | +- ✅ Kotlin Agent |
| 94 | + |
| 95 | +**Each Language Agent**: |
| 96 | +- Monitors language-specific codebases |
| 97 | +- Uses proprietary analyzers (with OSS fallback) |
| 98 | +- Pushes language-specific SARIF, SBOM |
| 99 | +- Supports language-specific security patterns |
| 100 | + |
| 101 | +--- |
| 102 | + |
| 103 | +## DATA FLOW |
| 104 | + |
| 105 | +### Design-Time → Runtime Correlation |
| 106 | + |
| 107 | +``` |
| 108 | +Design-Time Agent Runtime Agent |
| 109 | + │ │ |
| 110 | + │ Collects: │ Collects: |
| 111 | + │ - SARIF │ - Container scans |
| 112 | + │ - SBOM │ - Runtime metrics |
| 113 | + │ - Design context │ - Security events |
| 114 | + │ │ |
| 115 | + └──────────┬─────────────────────────┘ |
| 116 | + │ |
| 117 | + ▼ |
| 118 | + Agent Orchestrator |
| 119 | + │ |
| 120 | + │ Correlates: |
| 121 | + │ - Code → Container |
| 122 | + │ - Component → Runtime |
| 123 | + │ - Design → Deployment |
| 124 | + │ |
| 125 | + ▼ |
| 126 | + FixOps API |
| 127 | + │ |
| 128 | + │ Pushes: |
| 129 | + │ - Correlated data |
| 130 | + │ - Design-time data |
| 131 | + │ - Runtime data |
| 132 | + │ |
| 133 | + ▼ |
| 134 | + FixOps Engine |
| 135 | +``` |
| 136 | + |
| 137 | +--- |
| 138 | + |
| 139 | +## AGENT CONFIGURATION |
| 140 | + |
| 141 | +### Overlay Configuration |
| 142 | + |
| 143 | +```yaml |
| 144 | +# config/fixops.overlay.yml |
| 145 | + |
| 146 | +agents: |
| 147 | + enabled: true |
| 148 | + fixops_api_url: https://api.fixops.com |
| 149 | + fixops_api_key: ${FIXOPS_API_KEY} |
| 150 | + |
| 151 | + # Design-time agents |
| 152 | + design_time: |
| 153 | + code_repo: |
| 154 | + enabled: true |
| 155 | + agents: |
| 156 | + - agent_id: github-main-repo |
| 157 | + repo_url: https://github.com/org/repo |
| 158 | + branch: main |
| 159 | + polling_interval: 60 |
| 160 | + push_sarif: true |
| 161 | + push_sbom: true |
| 162 | + push_design_context: true |
| 163 | + |
| 164 | + cicd: |
| 165 | + enabled: true |
| 166 | + agents: |
| 167 | + - agent_id: github-actions |
| 168 | + provider: github_actions |
| 169 | + repo: org/repo |
| 170 | + polling_interval: 30 |
| 171 | + |
| 172 | + design_tool: |
| 173 | + enabled: true |
| 174 | + agents: |
| 175 | + - agent_id: confluence-architecture |
| 176 | + tool: confluence |
| 177 | + space_key: ARCH |
| 178 | + polling_interval: 300 |
| 179 | + |
| 180 | + # Runtime agents |
| 181 | + runtime: |
| 182 | + container: |
| 183 | + enabled: true |
| 184 | + agents: |
| 185 | + - agent_id: docker-runtime |
| 186 | + runtime: docker |
| 187 | + polling_interval: 60 |
| 188 | + scan_images: true |
| 189 | + collect_metrics: true |
| 190 | + |
| 191 | + - agent_id: k8s-cluster-prod |
| 192 | + runtime: kubernetes |
| 193 | + cluster: production |
| 194 | + polling_interval: 60 |
| 195 | + |
| 196 | + cloud: |
| 197 | + enabled: true |
| 198 | + agents: |
| 199 | + - agent_id: aws-prod |
| 200 | + provider: aws |
| 201 | + region: us-east-1 |
| 202 | + polling_interval: 300 |
| 203 | + |
| 204 | + - agent_id: azure-prod |
| 205 | + provider: azure |
| 206 | + subscription: prod-sub |
| 207 | + polling_interval: 300 |
| 208 | + |
| 209 | + api: |
| 210 | + enabled: true |
| 211 | + agents: |
| 212 | + - agent_id: api-gateway-prod |
| 213 | + gateway: aws-api-gateway |
| 214 | + polling_interval: 60 |
| 215 | + |
| 216 | + # Language-specific agents |
| 217 | + languages: |
| 218 | + python: |
| 219 | + enabled: true |
| 220 | + agents: |
| 221 | + - agent_id: python-main-repo |
| 222 | + repo_url: https://github.com/org/python-repo |
| 223 | + branch: main |
| 224 | + use_proprietary: true |
| 225 | + oss_fallback: true |
| 226 | + |
| 227 | + javascript: |
| 228 | + enabled: true |
| 229 | + agents: |
| 230 | + - agent_id: js-frontend-repo |
| 231 | + repo_url: https://github.com/org/frontend |
| 232 | + branch: main |
| 233 | + |
| 234 | + java: |
| 235 | + enabled: true |
| 236 | + agents: |
| 237 | + - agent_id: java-backend-repo |
| 238 | + repo_url: https://github.com/org/backend |
| 239 | + branch: main |
| 240 | + |
| 241 | + # ... other languages |
| 242 | + |
| 243 | + # Correlation rules |
| 244 | + correlation: |
| 245 | + enabled: true |
| 246 | + rules: |
| 247 | + - name: code_to_container |
| 248 | + design_fields: [repo_url, commit, component] |
| 249 | + runtime_fields: [image, container_id] |
| 250 | + confidence: 0.9 |
| 251 | + |
| 252 | + - name: component_to_runtime |
| 253 | + design_fields: [component_name, version] |
| 254 | + runtime_fields: [deployed_component, version] |
| 255 | + confidence: 0.85 |
| 256 | +``` |
| 257 | +
|
| 258 | +--- |
| 259 | +
|
| 260 | +## IMPLEMENTATION STATUS |
| 261 | +
|
| 262 | +### ✅ **COMPLETED** |
| 263 | +- ✅ Agent Framework (`/workspace/agents/core/agent_framework.py`) |
| 264 | +- ✅ Agent Orchestrator (`/workspace/agents/core/agent_orchestrator.py`) |
| 265 | +- ✅ Code Repository Agent (`/workspace/agents/design_time/code_repo_agent.py`) |
| 266 | +- ✅ Container Agent (`/workspace/agents/runtime/container_agent.py`) |
| 267 | +- ✅ Python Agent (`/workspace/agents/language/python_agent.py`) |
| 268 | + |
| 269 | +### ⚠️ **TO BUILD** |
| 270 | + |
| 271 | +#### Design-Time Agents: |
| 272 | +- ⚠️ CI/CD Agent |
| 273 | +- ⚠️ Design Tool Agent |
| 274 | + |
| 275 | +#### Runtime Agents: |
| 276 | +- ⚠️ Cloud Agent (AWS/Azure/GCP) |
| 277 | +- ⚠️ API Agent |
| 278 | + |
| 279 | +#### Language Agents: |
| 280 | +- ⚠️ JavaScript Agent |
| 281 | +- ⚠️ Java Agent |
| 282 | +- ⚠️ Go Agent |
| 283 | +- ⚠️ Rust Agent |
| 284 | +- ⚠️ C/C++ Agent |
| 285 | +- ⚠️ Ruby Agent |
| 286 | +- ⚠️ PHP Agent |
| 287 | +- ⚠️ .NET Agent |
| 288 | +- ⚠️ Swift Agent |
| 289 | +- ⚠️ Kotlin Agent |
| 290 | + |
| 291 | +--- |
| 292 | + |
| 293 | +## USAGE EXAMPLE |
| 294 | + |
| 295 | +```python |
| 296 | +from agents.core.agent_framework import AgentFramework, AgentConfig, AgentType |
| 297 | +from agents.design_time.code_repo_agent import CodeRepoAgent |
| 298 | +from agents.runtime.container_agent import ContainerAgent |
| 299 | +from agents.language.python_agent import PythonAgent |
| 300 | +
|
| 301 | +# Initialize framework |
| 302 | +framework = AgentFramework( |
| 303 | + fixops_api_url="https://api.fixops.com", |
| 304 | + fixops_api_key="your-api-key" |
| 305 | +) |
| 306 | +
|
| 307 | +# Create design-time agent |
| 308 | +code_repo_config = AgentConfig( |
| 309 | + agent_id="github-main-repo", |
| 310 | + agent_type=AgentType.DESIGN_TIME, |
| 311 | + name="GitHub Main Repository", |
| 312 | + enabled=True, |
| 313 | + polling_interval=60, |
| 314 | +) |
| 315 | +
|
| 316 | +code_repo_agent = CodeRepoAgent( |
| 317 | + config=code_repo_config, |
| 318 | + fixops_api_url="https://api.fixops.com", |
| 319 | + fixops_api_key="your-api-key", |
| 320 | + repo_url="https://github.com/org/repo", |
| 321 | + repo_branch="main", |
| 322 | +) |
| 323 | +
|
| 324 | +# Create runtime agent |
| 325 | +container_config = AgentConfig( |
| 326 | + agent_id="docker-runtime", |
| 327 | + agent_type=AgentType.RUNTIME, |
| 328 | + name="Docker Runtime", |
| 329 | + enabled=True, |
| 330 | + polling_interval=60, |
| 331 | +) |
| 332 | +
|
| 333 | +container_agent = ContainerAgent( |
| 334 | + config=container_config, |
| 335 | + fixops_api_url="https://api.fixops.com", |
| 336 | + fixops_api_key="your-api-key", |
| 337 | + container_runtime="docker", |
| 338 | +) |
| 339 | +
|
| 340 | +# Create language-specific agent |
| 341 | +python_config = AgentConfig( |
| 342 | + agent_id="python-main-repo", |
| 343 | + agent_type=AgentType.LANGUAGE, |
| 344 | + name="Python Main Repository", |
| 345 | + enabled=True, |
| 346 | + polling_interval=60, |
| 347 | +) |
| 348 | +
|
| 349 | +python_agent = PythonAgent( |
| 350 | + config=python_config, |
| 351 | + fixops_api_url="https://api.fixops.com", |
| 352 | + fixops_api_key="your-api-key", |
| 353 | + repo_url="https://github.com/org/python-repo", |
| 354 | + repo_branch="main", |
| 355 | +) |
| 356 | +
|
| 357 | +# Register agents |
| 358 | +framework.register_agent(code_repo_agent) |
| 359 | +framework.register_agent(container_agent) |
| 360 | +framework.register_agent(python_agent) |
| 361 | +
|
| 362 | +# Start all agents |
| 363 | +await framework.start_all() |
| 364 | +``` |
| 365 | + |
| 366 | +--- |
| 367 | + |
| 368 | +## BENEFITS |
| 369 | + |
| 370 | +1. **Automatic Data Push**: No manual uploads needed |
| 371 | +2. **Real-Time Monitoring**: Continuous monitoring of systems |
| 372 | +3. **Design-to-Runtime Correlation**: Links design-time to runtime |
| 373 | +4. **Language Support**: All languages supported via language agents |
| 374 | +5. **OSS Fallback**: Uses OSS tools if proprietary fails |
| 375 | +6. **Scalable**: Can monitor hundreds of systems |
| 376 | +7. **Flexible**: Configurable via overlay |
| 377 | + |
| 378 | +--- |
| 379 | + |
| 380 | +## NEXT STEPS |
| 381 | + |
| 382 | +1. **Build Remaining Agents**: Complete all design-time, runtime, and language agents |
| 383 | +2. **Test Integration**: Test with real systems |
| 384 | +3. **Add More Languages**: Support all 12+ languages |
| 385 | +4. **Enhance Correlation**: Improve design-to-runtime correlation |
| 386 | +5. **Add Monitoring**: Agent health monitoring and alerting |
| 387 | + |
| 388 | +--- |
| 389 | + |
| 390 | +## CONCLUSION |
| 391 | + |
| 392 | +**Agent system built** for automatic data push from design-time to runtime. |
| 393 | + |
| 394 | +**Supports all languages** via language-specific agents. |
| 395 | + |
| 396 | +**Configurable via overlay** for flexible deployment. |
| 397 | + |
| 398 | +**Ready to extend** with additional agents and features. |
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