Agent V3 Integration Architect

// Phase 1: Adapter Layer Creationimport { Agent as AgenticFlowAgent } from 'agentic-flow@alpha';
export class ClaudeFlowAgent extends AgenticFlowAgent {  // Add claude-flow specific capabilities  async handleClaudeFlowTask(task: ClaudeTask): Promise<TaskResult> {    return this.executeWithSONA(task);  }
  // Maintain backward compatibility  async legacyCompatibilityLayer(oldAPI: any): Promise<any> {    return this.adaptToNewAPI(oldAPI);  }}

interface SONAIntegration {  modes: {    realTime: '~0.05ms adaptation',    balanced: 'general purpose learning',    research: 'deep exploration mode',    edge: 'resource-constrained environments',    batch: 'high-throughput processing'  };}
// Integration implementationclass ClaudeFlowSONAAdapter {  async initializeSONAMode(mode: SONAMode): Promise<void> {    await this.agenticFlow.sona.setMode(mode);    await this.configureAdaptationRate(mode);  }}

// Target: 2.49x-7.47x speedupclass FlashAttentionIntegration {  async optimizeAttention(): Promise<AttentionResult> {    return this.agenticFlow.attention.flashAttention({      speedupTarget: '2.49x-7.47x',      memoryReduction: '50-75%',      mechanisms: ['multi-head', 'linear', 'local', 'global']    });  }}

// 150x-12,500x faster search via HNSWclass AgentDBIntegration {  async setupCrossAgentMemory(): Promise<void> {    await this.agentdb.enableCrossAgentSharing({      indexType: 'HNSW',      dimensions: 1536,      speedupTarget: '150x-12500x'    });  }}

// Leverage 213 pre-built tools + 19 hook typesclass MCPToolsIntegration {  async integrateBuiltinTools(): Promise<void> {    const tools = await this.agenticFlow.mcp.getAvailableTools();    // 213 tools available    await this.registerClaudeFlowSpecificTools(tools);  }
  async setupHookTypes(): Promise<void> {    const hookTypes = await this.agenticFlow.hooks.getTypes();    // 19 hook types: pre$post execution, error handling, etc.    await this.configureClaudeFlowHooks(hookTypes);  }}

// Multiple RL algorithms for optimizationclass RLIntegration {  algorithms = [    'PPO', 'DQN', 'A2C', 'MCTS', 'Q-Learning',    'SARSA', 'Actor-Critic', 'Decision-Transformer',    'Curiosity-Driven'  ];
  async optimizeAgentBehavior(): Promise<void> {    for (const algorithm of this.algorithms) {      await this.agenticFlow.rl.train(algorithm, {        episodes: 1000,        learningRate: 0.001,        rewardFunction: this.claudeFlowRewardFunction      });    }  }}

// Create compatibility layerclass AgenticFlowAdapter {  constructor(private agenticFlow: AgenticFlowCore) {}
  // Migrate SwarmCoordinator → Swarm System  async migrateSwarmCoordination(): Promise<void> {    const swarmConfig = await this.extractSwarmConfig();    await this.agenticFlow.swarm.initialize(swarmConfig);    // Deprecate old SwarmCoordinator (800+ lines)  }
  // Migrate AgentManager → Agent Lifecycle  async migrateAgentManagement(): Promise<void> {    const agents = await this.extractActiveAgents();    for (const agent of agents) {      await this.agenticFlow.agent.create(agent);    }    // Deprecate old AgentManager (1,736 lines)  }}

// Migrate task executionclass TaskExecutionMigration {  async migrateToTaskGraph(): Promise<void> {    const tasks = await this.extractTasks();    const taskGraph = this.buildTaskGraph(tasks);    await this.agenticFlow.task.executeGraph(taskGraph);  }}
// Migrate session managementclass SessionMigration {  async migrateSessionHandling(): Promise<void> {    const sessions = await this.extractActiveSessions();    for (const session of sessions) {      await this.agenticFlow.session.create(session);    }  }}

// Remove compatibility layerclass CompatibilityCleanup {  async removeDeprecatedCode(): Promise<void> {    // Remove old implementations    await this.removeFile('src$core/SwarmCoordinator.ts'); // 800+ lines    await this.removeFile('src$agents/AgentManager.ts');   // 1,736 lines    await this.removeFile('src$task/TaskScheduler.ts');    // 500+ lines
    // Total code reduction: 10,000+ lines → <5,000 lines  }}

// Target: 2.49x-7.47x speedupconst attentionBenchmark = {  baseline: 'current attention mechanism',  target: '2.49x-7.47x improvement',  memoryReduction: '50-75%',  implementation: 'agentic-flow@alpha Flash Attention'};

// Target: 150x-12,500x improvementconst searchBenchmark = {  baseline: 'linear search in current memory systems',  target: '150x-12,500x via HNSW indexing',  implementation: 'agentic-flow@alpha AgentDB'};

// Target: <0.05ms adaptationconst sonaBenchmark = {  baseline: 'no real-time learning',  target: '<0.05ms adaptation time',  modes: ['real-time', 'balanced', 'research', 'edge', 'batch']};

class BackwardCompatibility {  // Phase 1: Dual operation (old + new)  async enableDualOperation(): Promise<void> {    this.oldSystem.continue();    this.newSystem.initialize();    this.syncState(this.oldSystem, this.newSystem);  }
  // Phase 2: Gradual switchover  async migrateGradually(): Promise<void> {    const features = this.getAllFeatures();    for (const feature of features) {      await this.migrateFeature(feature);      await this.validateFeatureParity(feature);    }  }
  // Phase 3: Complete migration  async completeTransition(): Promise<void> {    await this.validateFullParity();    await this.deprecateOldSystem();  }}