{
  "v3PerformanceTargets": {
    "version": "3.0.0",
    "strategy": "phased_rollout",
    "totalPhases": 4,
    "riskMitigation": "progressive_targets",

    "phases": {
      "phase1": {
        "name": "Security Foundation",
        "duration": "weeks 1-3",
        "description": "Conservative targets while establishing security baseline",
        "targets": {
          "flashAttention": {
            "target": "2.49x minimum",
            "description": "Conservative start, focus on stability",
            "measurement": "baseline vs flash attention speedup",
            "priority": "medium"
          },
          "searchImprovement": {
            "target": "150x minimum",
            "description": "Basic HNSW implementation",
            "measurement": "vector search latency improvement",
            "priority": "high"
          },
          "memoryReduction": {
            "target": "40%",
            "description": "Initial optimization, achievable target",
            "measurement": "heap usage reduction",
            "priority": "medium"
          },
          "startupTime": {
            "target": "<750ms",
            "description": "Less aggressive than final target",
            "measurement": "CLI cold start time",
            "priority": "high"
          },
          "securityScore": {
            "target": "75/100",
            "description": "Significant security improvement",
            "measurement": "npm audit + custom security scans",
            "priority": "critical"
          }
        },
        "gates": {
          "required": ["securityScore", "startupTime"],
          "optional": ["flashAttention", "memoryReduction"]
        }
      },

      "phase2": {
        "name": "Core Systems Optimization",
        "duration": "weeks 4-8",
        "description": "Mid-range targets with core system optimizations",
        "targets": {
          "flashAttention": {
            "target": "3.5x - 5.0x",
            "description": "Mid-range optimization",
            "measurement": "sequence processing speedup",
            "priority": "high"
          },
          "searchImprovement": {
            "target": "500x - 2000x",
            "description": "Optimized HNSW with tuning",
            "measurement": "vector search performance",
            "priority": "high"
          },
          "memoryReduction": {
            "target": "50%",
            "description": "Enhanced optimization techniques",
            "measurement": "memory usage efficiency",
            "priority": "medium"
          },
          "startupTime": {
            "target": "<500ms",
            "description": "Target achieved with optimization",
            "measurement": "CLI startup latency",
            "priority": "high"
          },
          "swarmCoordination": {
            "target": "<100ms",
            "description": "15-agent coordination latency",
            "measurement": "swarm consensus time",
            "priority": "high"
          },
          "agentSpawnTime": {
            "target": "<200ms",
            "description": "Individual agent spawn latency",
            "measurement": "agent initialization time",
            "priority": "medium"
          }
        },
        "gates": {
          "required": ["flashAttention", "searchImprovement", "startupTime"],
          "optional": ["swarmCoordination", "agentSpawnTime"]
        }
      },

      "phase3": {
        "name": "Integration Excellence",
        "duration": "weeks 9-12",
        "description": "High-performance targets with full integration",
        "targets": {
          "flashAttention": {
            "target": "5.0x - 7.47x",
            "description": "Near-maximum optimization",
            "measurement": "attention mechanism performance",
            "priority": "high"
          },
          "searchImprovement": {
            "target": "2000x - 12,500x",
            "description": "Maximum performance achieved",
            "measurement": "vector database performance",
            "priority": "high"
          },
          "memoryReduction": {
            "target": "65%",
            "description": "Advanced compression techniques",
            "measurement": "overall memory efficiency",
            "priority": "medium"
          },
          "startupTime": {
            "target": "<350ms",
            "description": "Excellence target achieved",
            "measurement": "optimized CLI performance",
            "priority": "medium"
          },
          "mcpResponseTime": {
            "target": "<100ms p95",
            "description": "MCP server optimization",
            "measurement": "MCP tool execution latency",
            "priority": "high"
          },
          "learningAdaptation": {
            "target": "<0.05ms",
            "description": "SONA micro-LoRA adaptation",
            "measurement": "learning cycle latency",
            "priority": "medium"
          }
        },
        "gates": {
          "required": ["flashAttention", "searchImprovement", "mcpResponseTime"],
          "optional": ["memoryReduction", "learningAdaptation"]
        }
      },

      "phase4": {
        "name": "Excellence & Polish",
        "duration": "weeks 13-16",
        "description": "Stretch targets and final optimization",
        "targets": {
          "flashAttention": {
            "target": "7.47x",
            "description": "Maximum theoretical speedup",
            "measurement": "peak attention performance",
            "priority": "stretch"
          },
          "searchImprovement": {
            "target": "12,500x",
            "description": "Peak HNSW performance",
            "measurement": "optimal vector search",
            "priority": "stretch"
          },
          "memoryReduction": {
            "target": "75%",
            "description": "Maximum memory efficiency",
            "measurement": "peak memory optimization",
            "priority": "stretch"
          },
          "startupTime": {
            "target": "<300ms",
            "description": "Sub-300ms cold start",
            "measurement": "peak startup performance",
            "priority": "stretch"
          },
          "overallThroughput": {
            "target": "10x",
            "description": "Overall system throughput",
            "measurement": "end-to-end performance",
            "priority": "high"
          },
          "reliabilityScore": {
            "target": "99.9%",
            "description": "Three nines reliability",
            "measurement": "system uptime and stability",
            "priority": "high"
          }
        },
        "gates": {
          "required": ["overallThroughput", "reliabilityScore"],
          "optional": ["flashAttention", "searchImprovement", "memoryReduction"]
        }
      }
    },

    "monitoring": {
      "frequency": "continuous",
      "alerting": {
        "regressionThreshold": "10%",
        "criticalThreshold": "25%",
        "notificationChannels": ["console", "metrics"]
      },
      "benchmarks": {
        "automated": true,
        "schedule": "daily",
        "regressionDetection": true
      }
    },

    "rollbackTriggers": [
      "Security score drops below 70/100",
      "Startup time exceeds 1000ms",
      "Memory usage increases by >50%",
      "Critical functionality broken",
      "Performance regression >25%"
    ],

    "success_metrics": {
      "phase1_success": {
        "security_baseline": "Achieved 75/100 security score",
        "stability": "No critical regressions",
        "performance": "Baseline improvements established"
      },
      "phase2_success": {
        "performance": "Mid-range targets achieved",
        "coordination": "15-agent swarm operational",
        "optimization": "Core systems optimized"
      },
      "phase3_success": {
        "integration": "agentic-flow integration complete",
        "performance": "High-performance targets met",
        "features": "All v3 features operational"
      },
      "phase4_success": {
        "excellence": "Stretch targets achieved where possible",
        "reliability": "Production-ready stability",
        "optimization": "Peak performance validated"
      }
    },

    "adaptive_strategy": {
      "enabled": true,
      "description": "Targets adjust based on actual achievement rates",
      "rules": {
        "if_ahead_of_schedule": "Attempt next phase targets early",
        "if_behind_schedule": "Focus on required gates, defer optional",
        "if_critical_issues": "Halt advancement, focus on resolution"
      }
    }
  }
}