[{"_1":2,"_173":-5,"_174":-5},"loaderData",{"_3":4,"_91":92},"root",{"_5":6,"_34":35,"_64":65},"ctx",{"_7":8,"_23":-5,"_24":25,"_26":27,"_28":20,"_29":20,"_30":20,"_31":32,"_33":20},"auth",{"_9":-5,"_10":-5,"_11":-5,"_12":-5,"_13":-5,"_14":-5,"_15":-5,"_16":-5,"_17":-5,"_18":-5,"_19":20,"_21":22},"sessionClaims","sessionId","sessionStatus","userId","actor","orgId","orgRole","orgSlug","orgPermissions","factorVerificationAge","isAuthenticated",false,"tokenType","session_token","user","preferencesKeybindings","default","preferencesTheme","light","preferencesFixers","preferencesCopilot","preferencesSelectionAi","notificationCount",0,"flagDenols","ENV",{"_36":37,"_38":39,"_40":41,"_42":43,"_44":45,"_46":47,"_48":49,"_50":51,"_52":53,"_54":55,"_56":57,"_58":59,"_60":61,"_62":63},"REACT_APP_SENTRY_DSN","https://586020d86f05489db63a554690acf1e9@o1398359.ingest.sentry.io/6724499","VAL_RUNTIME_NAME","prod","RENDER_GIT_COMMIT","86c278eb598060f33e9f047762b0f599ada2ba10","RENDER_GIT_BRANCH","main","CLERK_PUBLISHABLE_KEY","pk_live_Y2xlcmsudmFsLnRvd24k","POSTHOG_API_TOKEN","phc_nmoyuAkStEZuUp69rYlg1DZgrIt19Gx0Y4Hwf8tGgJP","POSTHOG_API_HOST","https://wart.val.town","WEB_API_TEMPLATE","https://{val}.web.val.run","APP_URL","https://www.val.town","MODULE_URL","https://esm.town","VANITY_WEB_API_TEMPLATE","https://{label}.val.run/","DENOLS_URL","https://lsp.val.town","NODE_ENV","production","API_URL","https://api.val.town","clerkState",{"_66":67},"__internal_clerk_state",{"_68":69,"_70":45,"_71":72,"_73":72,"_74":20,"_75":72,"_76":72,"_77":72,"_78":72,"_79":80,"_89":20,"_90":20},"__clerk_ssr_state",{"_21":22,"_9":-5,"_10":-5,"_11":-5,"_12":-5,"_13":-5,"_14":-5,"_15":-5,"_16":-5,"_17":-5,"_18":-5,"_19":20},"__publishableKey","__proxyUrl","","__domain","__isSatellite","__signInUrl","__signUpUrl","__afterSignInUrl","__afterSignUpUrl","__clerk_debug",{"_81":20,"_19":20,"_82":72,"_83":84,"_85":72,"_86":45,"_87":20,"_88":72},"isSignedIn","proxyUrl","reason","session-token-and-uat-missing","message","publishableKey","isSatellite","domain","__telemetryDisabled","__telemetryDebug","routes/embed.x.$handle.$name.$",{"_93":94,"_95":96,"_97":98,"_99":100,"_146":147,"_170":171,"_172":-5},"handle","sexy606ai","name","SOARE","path","backend/core/orchestrator/manager.ts","project",{"_101":102,"_95":96,"_103":104,"_105":-5,"_106":20,"_107":108,"_109":-5,"_110":-5,"_12":111,"_112":-5,"_113":20,"_114":-5,"_115":32,"_14":116,"_117":118,"_119":118,"_120":121,"_122":121,"_123":121,"_124":118,"_125":118,"_23":126,"_129":130,"_132":133,"_145":20},"id","f352623a-3c3a-11f0-9169-9e149126039e","createdAt",["D",1748488433650],"deletedAt","legacyEnvVars","privacy","public","description","imageUrl","2e213080-3c2c-11f0-82f4-07b6e52f9e9f","pinnedFileId","pinPreview","screenshotVersion","likeCount","fea26c56-2fe6-4858-97d4-2d22404f4b40","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm",{"_93":94,"_127":128},"profileImageUrl","https://img.clerk.com/eyJ0eXBlIjoicHJveHkiLCJzcmMiOiJodHRwczovL2ltYWdlcy5jbGVyay5kZXYvb2F1dGhfZ2l0aHViL2ltZ18yeGtWVTBJTWFIQ3FOeE5kOHljazZUU0lueGMifQ","org",{"_93":94,"_131":128},"avatar","branch",{"_134":135,"_95":43,"_101":136,"_137":102,"_138":-5,"_139":-5,"_140":-5,"_141":-5,"_142":-5,"_143":96,"_144":94},"version",18,"f3529020-3c3a-11f0-9169-9e149126039e","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","isOwned","file",{"_101":148,"_95":149,"_150":151,"_152":153,"_154":136,"_155":156,"_157":158,"_103":159,"_134":32,"_160":161,"_162":163,"_164":20,"_165":-5,"_97":166},"78c9c034-3c3b-11f0-bdba-9e149126039e","manager.ts","fileId","78c9c124-3c3b-11f0-bdba-9e149126039e","parentId","2c01a660-389a-4c66-82d7-e2a3d6f52e80","branchId","branchVersion",5,"latest",true,["D",1748488657565],"fileType","script","content","import type { SOARESystem, SystemComponent, SystemMetrics, SOAREEvent } from \"../../../shared/types/core.ts\";\nimport { SOAREBrain } from \"../brain/llm.ts\";\nimport { SOAREMemory } from \"../memory/vector-store.ts\";\n\ninterface DeploymentPlan {\n id: string;\n systemId: string;\n steps: DeploymentStep[];\n estimatedDuration: number;\n resources: ResourceAllocation;\n status: 'pending' | 'executing' | 'completed' | 'failed';\n}\n\ninterface DeploymentStep {\n id: string;\n type: 'build' | 'test' | 'deploy' | 'configure' | 'validate';\n componentId?: string;\n description: string;\n dependencies: string[];\n status: 'pending' | 'running' | 'completed' | 'failed';\n output?: string;\n duration?: number;\n}\n\ninterface ResourceAllocation {\n cpu: number;\n memory: number;\n storage: number;\n network: number;\n cost: number;\n}\n\nexport class SOAREOrchestrator {\n private brain: SOAREBrain;\n private memory: SOAREMemory;\n private activeSystems: Map = new Map();\n private deploymentPlans: Map = new Map();\n private systemMetrics: Map = new Map();\n private eventQueue: SOAREEvent[] = [];\n\n constructor(brain: SOAREBrain, memory: SOAREMemory) {\n this.brain = brain;\n this.memory = memory;\n this.startEventProcessor();\n this.startMetricsCollector();\n }\n\n async deploySystem(system: SOARESystem): Promise {\n console.log(`🚀 Starting deployment of system: ${system.name}`);\n \n // Generate deployment plan using AI\n const plan = await this.generateDeploymentPlan(system);\n this.deploymentPlans.set(plan.id, plan);\n \n // Store system in memory\n await this.memory.storeSystem(system);\n \n // Execute deployment asynchronously\n this.executeDeploymentPlan(plan).catch(error => {\n console.error(`Deployment failed for ${system.name}:`, error);\n this.emitEvent({\n id: `event_${Date.now()}`,\n type: 'deployment_failed',\n source: 'orchestrator',\n data: { systemId: system.id, error: error.message },\n timestamp: new Date(),\n processed: false\n });\n });\n \n return plan;\n }\n\n async scaleSystem(systemId: string, scalingFactor: number): Promise {\n const system = this.activeSystems.get(systemId);\n if (!system) throw new Error(`System ${systemId} not found`);\n \n console.log(`📈 Scaling system ${system.name} by factor ${scalingFactor}`);\n \n // AI-driven scaling decisions\n const scalingPlan = await this.brain.reason({\n prompt: `Generate a scaling plan for system \"${system.name}\" with scaling factor ${scalingFactor}. Consider current metrics and component dependencies.`,\n systemRole: \"You are a system scaling expert. Provide detailed scaling strategies.\",\n context: JSON.stringify({\n system: system,\n currentMetrics: this.systemMetrics.get(systemId)\n })\n });\n \n // Apply scaling changes\n for (const component of system.components) {\n if (component.type === 'service' || component.type === 'api') {\n component.resources.cpu *= scalingFactor;\n component.resources.memory *= scalingFactor;\n \n this.emitEvent({\n id: `event_${Date.now()}`,\n type: 'component_scaled',\n source: 'orchestrator',\n data: { \n systemId, \n componentId: component.id, \n scalingFactor,\n newResources: component.resources \n },\n timestamp: new Date(),\n processed: false\n });\n }\n }\n \n system.updatedAt = new Date();\n await this.memory.storeSystem(system);\n }\n\n async optimizeSystem(systemId: string): Promise {\n const system = this.activeSystems.get(systemId);\n const metrics = this.systemMetrics.get(systemId);\n \n if (!system || !metrics) {\n throw new Error(`System ${systemId} not found or no metrics available`);\n }\n \n console.log(`⚡ Optimizing system: ${system.name}`);\n \n // Get AI-driven optimization recommendations\n const optimizations = await this.brain.optimizeSystem(system, metrics);\n \n // Apply automatic optimizations\n const appliedOptimizations: string[] = [];\n \n for (const optimization of optimizations) {\n if (await this.canAutoApply(optimization)) {\n await this.applyOptimization(system, optimization);\n appliedOptimizations.push(optimization);\n }\n }\n \n if (appliedOptimizations.length > 0) {\n system.updatedAt = new Date();\n await this.memory.storeSystem(system);\n \n this.emitEvent({\n id: `event_${Date.now()}`,\n type: 'system_optimized',\n source: 'orchestrator',\n data: { \n systemId, \n optimizations: appliedOptimizations \n },\n timestamp: new Date(),\n processed: false\n });\n }\n \n return optimizations;\n }\n\n async handleAnomaly(systemId: string, anomalyData: any): Promise {\n const system = this.activeSystems.get(systemId);\n if (!system) return;\n \n console.log(`🚨 Handling anomaly in system: ${system.name}`);\n \n // AI analysis of the anomaly\n const analysis = await this.brain.analyzeAnomaly(\n anomalyData, \n JSON.stringify(system)\n );\n \n // Take immediate action based on severity\n switch (analysis.severity) {\n case 'critical':\n await this.emergencyResponse(system, analysis);\n break;\n case 'high':\n await this.urgentResponse(system, analysis);\n break;\n case 'medium':\n await this.standardResponse(system, analysis);\n break;\n case 'low':\n await this.monitorResponse(system, analysis);\n break;\n }\n \n this.emitEvent({\n id: `event_${Date.now()}`,\n type: 'anomaly_handled',\n source: 'orchestrator',\n data: { \n systemId, \n anomaly: anomalyData,\n analysis,\n severity: analysis.severity \n },\n timestamp: new Date(),\n processed: false\n });\n }\n\n getSystemStatus(systemId: string): SOARESystem | null {\n return this.activeSystems.get(systemId) || null;\n }\n\n getSystemMetrics(systemId: string): SystemMetrics | null {\n return this.systemMetrics.get(systemId) || null;\n }\n\n getAllSystems(): SOARESystem[] {\n return Array.from(this.activeSystems.values());\n }\n\n getDeploymentPlan(planId: string): DeploymentPlan | null {\n return this.deploymentPlans.get(planId) || null;\n }\n\n private async generateDeploymentPlan(system: SOARESystem): Promise {\n const planId = `plan_${Date.now()}`;\n \n // AI-generated deployment strategy\n const deploymentStrategy = await this.brain.reason({\n prompt: `Generate a detailed deployment plan for this system: ${JSON.stringify(system, null, 2)}`,\n systemRole: \"You are a deployment expert. Create comprehensive, step-by-step deployment plans.\",\n maxTokens: 2000\n });\n \n const steps: DeploymentStep[] = [];\n let stepId = 0;\n \n // Generate steps for each component\n for (const component of system.components) {\n // Build step\n steps.push({\n id: `step_${stepId++}`,\n type: 'build',\n componentId: component.id,\n description: `Build ${component.name} (${component.type})`,\n dependencies: [],\n status: 'pending'\n });\n \n // Test step\n steps.push({\n id: `step_${stepId++}`,\n type: 'test',\n componentId: component.id,\n description: `Test ${component.name}`,\n dependencies: [`step_${stepId - 2}`],\n status: 'pending'\n });\n \n // Deploy step\n steps.push({\n id: `step_${stepId++}`,\n type: 'deploy',\n componentId: component.id,\n description: `Deploy ${component.name}`,\n dependencies: [`step_${stepId - 2}`],\n status: 'pending'\n });\n }\n \n // System validation step\n steps.push({\n id: `step_${stepId++}`,\n type: 'validate',\n description: 'Validate complete system',\n dependencies: steps.filter(s => s.type === 'deploy').map(s => s.id),\n status: 'pending'\n });\n \n const resources = this.calculateResourceRequirements(system);\n \n return {\n id: planId,\n systemId: system.id,\n steps,\n estimatedDuration: steps.length * 30, // 30 seconds per step estimate\n resources,\n status: 'pending'\n };\n }\n\n private async executeDeploymentPlan(plan: DeploymentPlan): Promise {\n plan.status = 'executing';\n \n const system = this.activeSystems.get(plan.systemId) || \n { ...await this.memory.search(`system id:${plan.systemId}`, { limit: 1 }) }[0]?.entry;\n \n if (!system) throw new Error(`System ${plan.systemId} not found`);\n \n try {\n for (const step of plan.steps) {\n if (step.dependencies.every(depId => \n plan.steps.find(s => s.id === depId)?.status === 'completed'\n )) {\n await this.executeDeploymentStep(step, system as any);\n }\n }\n \n plan.status = 'completed';\n (system as any).status = 'running';\n this.activeSystems.set(plan.systemId, system as any);\n \n // Initialize metrics collection\n this.systemMetrics.set(plan.systemId, {\n performance: { latency: 50, throughput: 1000, errorRate: 0.01, availability: 99.9 },\n resources: this.calculateResourceRequirements(system as any),\n cost: { compute: 100, storage: 20, bandwidth: 30, total: 150 }\n });\n \n } catch (error) {\n plan.status = 'failed';\n (system as any).status = 'error';\n throw error;\n }\n }\n\n private async executeDeploymentStep(step: DeploymentStep, system: SOARESystem): Promise {\n step.status = 'running';\n const startTime = Date.now();\n \n console.log(`Executing step: ${step.description}`);\n \n try {\n switch (step.type) {\n case 'build':\n await this.buildComponent(step.componentId!, system);\n break;\n case 'test':\n await this.testComponent(step.componentId!, system);\n break;\n case 'deploy':\n await this.deployComponent(step.componentId!, system);\n break;\n case 'validate':\n await this.validateSystem(system);\n break;\n case 'configure':\n await this.configureComponent(step.componentId!, system);\n break;\n }\n \n step.status = 'completed';\n step.duration = Date.now() - startTime;\n step.output = `${step.description} completed successfully`;\n \n } catch (error) {\n step.status = 'failed';\n step.duration = Date.now() - startTime;\n step.output = `${step.description} failed: ${error.message}`;\n throw error;\n }\n }\n\n private async buildComponent(componentId: string, system: SOARESystem): Promise {\n const component = system.components.find(c => c.id === componentId);\n if (!component) throw new Error(`Component ${componentId} not found`);\n \n // Generate code if not present\n if (!component.code) {\n component.code = await this.brain.generateCode(component, JSON.stringify(system));\n }\n \n // Simulate build process\n await new Promise(resolve => setTimeout(resolve, 1000));\n component.status = 'running';\n }\n\n private async testComponent(componentId: string, system: SOARESystem): Promise {\n // Simulate testing\n await new Promise(resolve => setTimeout(resolve, 500));\n }\n\n private async deployComponent(componentId: string, system: SOARESystem): Promise {\n // Simulate deployment\n await new Promise(resolve => setTimeout(resolve, 800));\n }\n\n private async validateSystem(system: SOARESystem): Promise {\n // Simulate system validation\n await new Promise(resolve => setTimeout(resolve, 1000));\n }\n\n private async configureComponent(componentId: string, system: SOARESystem): Promise {\n // Simulate configuration\n await new Promise(resolve => setTimeout(resolve, 300));\n }\n\n private calculateResourceRequirements(system: SOARESystem): ResourceAllocation {\n const total = system.components.reduce((acc, component) => ({\n cpu: acc.cpu + component.resources.cpu,\n memory: acc.memory + component.resources.memory,\n storage: acc.storage + component.resources.storage,\n network: acc.network + (component.resources.network === 'high' ? 1000 : \n component.resources.network === 'medium' ? 500 : 100)\n }), { cpu: 0, memory: 0, storage: 0, network: 0 });\n \n return {\n ...total,\n cost: total.cpu * 0.1 + total.memory * 0.001 + total.storage * 0.0001\n };\n }\n\n private async canAutoApply(optimization: string): Promise {\n // Simple heuristics for auto-applying optimizations\n const safeOptimizations = [\n 'cache', 'index', 'compress', 'batch', 'pool'\n ];\n \n return safeOptimizations.some(safe => \n optimization.toLowerCase().includes(safe)\n );\n }\n\n private async applyOptimization(system: SOARESystem, optimization: string): Promise {\n console.log(`Applying optimization: ${optimization}`);\n // Simulate optimization application\n await new Promise(resolve => setTimeout(resolve, 200));\n }\n\n private async emergencyResponse(system: SOARESystem, analysis: any): Promise {\n console.log(`🚨 EMERGENCY: ${analysis.cause}`);\n // Implement emergency procedures (rollback, failover, etc.)\n }\n\n private async urgentResponse(system: SOARESystem, analysis: any): Promise {\n console.log(`⚠️ URGENT: ${analysis.cause}`);\n // Implement urgent response procedures\n }\n\n private async standardResponse(system: SOARESystem, analysis: any): Promise {\n console.log(`📋 STANDARD: ${analysis.cause}`);\n // Implement standard response procedures\n }\n\n private async monitorResponse(system: SOARESystem, analysis: any): Promise {\n console.log(`👁️ MONITOR: ${analysis.cause}`);\n // Implement monitoring procedures\n }\n\n private emitEvent(event: SOAREEvent): void {\n this.eventQueue.push(event);\n this.memory.storeEvent(event);\n }\n\n private startEventProcessor(): void {\n setInterval(() => {\n if (this.eventQueue.length > 0) {\n const events = this.eventQueue.splice(0, 10); // Process in batches\n for (const event of events) {\n this.processEvent(event);\n }\n }\n }, 1000);\n }\n\n private startMetricsCollector(): void {\n setInterval(() => {\n for (const [systemId, system] of this.activeSystems.entries()) {\n if (system.status === 'running') {\n this.updateSystemMetrics(systemId);\n }\n }\n }, 5000);\n }\n\n private processEvent(event: SOAREEvent): void {\n // Process events for patterns, anomalies, etc.\n event.processed = true;\n }\n\n private updateSystemMetrics(systemId: string): void {\n const currentMetrics = this.systemMetrics.get(systemId);\n if (!currentMetrics) return;\n \n // Simulate metric updates with some randomness\n const jitter = () => 0.9 + Math.random() * 0.2;\n \n currentMetrics.performance.latency *= jitter();\n currentMetrics.performance.throughput *= jitter();\n currentMetrics.performance.errorRate = Math.max(0, currentMetrics.performance.errorRate * jitter());\n currentMetrics.resources.cpu *= jitter();\n currentMetrics.resources.memory *= jitter();\n \n this.systemMetrics.set(systemId, currentMetrics);\n }\n}","deleted","label",[167,168,169,149],"backend","core","orchestrator","permalink","https://www.val.town/x/sexy606ai/SOARE/code/backend/core/orchestrator/manager.ts","extension","actionData","errors"]