{
  "error_patterns": [
    {
      "pattern": "Database connection timeout",
      "frequency": 37,
      "severity": "High"
    },
    {
      "pattern": "404 Not Found: /api/v1/users",
      "frequency": "152",
      "severity": "Medium"
    },
    {
      "pattern": "Memory allocation failed",
      "frequency": 5,
      "severity": "Critical"
    }
  ],
  "prioritised_issues": [
    "Memory allocation failures",
    "Frequent database connection timeouts",
    "High rate of 404 errors for user API endpoint"
  ],
  "potential_root_causes": {
    "Database connection timeout": [
      "Database server overload",
      "Network latency issues",
      "Insufficient connection pool size"
    ],
    "404 Not Found:/api/v1/users": [
      "Misconfigured route in API gateway",
      "Recent deployment introduced a regression",
      "Client-side using outdated API endpoint"
    ],
    "Memory allocation failed": [
      "Memory leak in application code",
      "Insufficient system resources",
      "Improper handling of large data sets"
    ]
  },
  "recommendations": [
    "Investigate and address the memory allocation failures as the highest priority",
    "Review and optimise database connection handling",
    "Check recent deployments for changes affecting the /api/v1/users endpoint",
    "Conduct a thorough review of memory management in the application"
  ],
  "error_trend_summary": "Over the past 24 hours, there has been a 25% increase in database connection timeouts and a spike in memory allocation failures in the last 2 hours.",
  "affected_components": [
    "Database connection pool",
    "API gateway",
    "User management module",
    "Memory management subsystem"
  ],
  "suggested_actions": {
    "Memory allocation failures": [
      "Run memory profiler to identify potential leaks",
      "Increase system monitoring for memory usage",
      "Review recent code changes related to data processing"
    ],
    "Database connection timeouts": [
      "Increase connection pool size",
      "Optimise long-running queries",
      "Check database server load and scaling options"
    ],
    "404 errors for user API": [
      "Verify API gateway configuration",
      "Check for discrepancies between API documentation and implementation",
      "Communicate with client teams about possible use of deprecated endpoints"
    ]
  },
  "overall_system_health": "The system is experiencing significant stress, particularly in memory management and database connectivity. Immediate attention is required to prevent potential service disruptions."