KARMALYZE
Infrastructure That Learns From Death
Give your systems a persistent soul that tracks failures, accumulates behavioral karma, and prevents repeat outages through AI-powered reincarnation
How Karmalyze Works
Five AI-powered engines that monitor, learn, and prevent infrastructure failures through intelligent automation.
Soul Manager
Creates and manages persistent identities for your infrastructure. Each entity gets a unique 'soul' that tracks its complete lifecycle, behavior, and health across restarts and failures.
Karma Engine
AI-powered behavioral analysis that calculates karma scores based on system performance, reliability, and impact. Uses LLM-based analysis to predict and prevent failures.
Memory Vault
Stores and analyzes historical experiences and patterns. Identifies similarities in failures and successes to build institutional knowledge that survives system restarts.
Death Detection
AI-powered death detection that monitors entity health and analyzes failures. Automatically captures comprehensive death context and uses LLM analysis to extract insights and prevent recurrence.
Wisdom Engine
AI-driven wisdom engine that extracts actionable insights from accumulated experience. Uses LLM analysis to provide intelligent recommendations and predict potential issues based on learned patterns.
Enterprise-Grade AI Infrastructure Resilience
Go beyond traditional monitoring with intelligent failure reincarnation. Our AI-powered platform learns from every incident to prevent recurrence and automate recovery.
Persistent Identity Management
Cryptographic soul system that tracks complete lifecycle of every infrastructure entity across restarts, failures, and reincarnations.
- UUID-based cryptographic identity
- Cross-restart persistence with state snapshots
- Behavioral pattern tracking & relationship mapping
AI-Powered Death Detection
Multi-LLM failure detection with intelligent root cause analysis using OpenAI, NVIDIA, and Gemini for comprehensive insights.
- Real-time health monitoring with signal handlers
- Automatic root cause & impact assessment
- PagerDuty integration for incident management
Memory Vault System
Advanced memory storage with vector similarity search, emotional valence tracking, and context embeddings for pattern recognition.
- Similarity-based memory retrieval
- Prometheus metrics integration
- Vector embeddings for wisdom extraction
Behavioral Intelligence Engine
Karma scoring system with adaptive decision-making that learns from performance, reliability, and system impact.
- Multi-LLM failure prediction & analysis
- Behavioral pattern learning over time
- Confidence-scored recommendations
Automated Recovery System
Intelligent reincarnation that preserves identity and learned behaviors across failures with automated recovery strategies.
- Context-aware recovery automation
- Historical pattern-based prevention
- Docker & Kubernetes native integration
Enterprise Monitoring & Analytics
Comprehensive monitoring with Prometheus/Grafana integration, real-time metrics, and AI-driven trend analysis.
- Real-time infrastructure health dashboards
- Multi-database architecture (PostgreSQL, MongoDB, Redis)
- Audit trails & security compliance
The Difference is Clear
See how Karmalyze transforms infrastructure monitoring
Traditional Monitoring
Reactive approach
- Same failures repeat constantly
- Manual root cause analysis
- Alert fatigue from false positives
- No learning from past incidents
- Reactive firefighting mode
AI-Powered Learning
Proactive prevention
- 90% reduction in repeat failures
- Automatic root cause analysis
- Smart alerts with context
- Learns from every incident
- Predictive issue prevention
Ready to Eliminate Repeat Failures?
Join teams using AI to prevent 90% of their infrastructure outages
See Karmalyze in Action
Real-time monitoring, AI-powered insights, and predictive analytics in one beautiful interface
![Karmalyze Dashboard - Dark Mode](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" width="800" height="600"%3E%3Crect fill="%231a1a1a" width="800" height="600"/%3E%3Crect fill="%234F9EFF" x="20" y="20" width="760" height="80" rx="8"/%3E%3Ctext x="40" y="70" font-family="sans-serif" font-size="24" fill="white"%3EDashboard%3C/text%3E%3Crect fill="%232a2a2a" x="20" y="120" width="360" height="200" rx="8"/%3E%3Crect fill="%232a2a2a" x="400" y="120" width="380" height="200" rx="8"/%3E%3Crect fill="%232a2a2a" x="20" y="340" width="760" height="240" rx="8"/%3E%3C/svg%3E)
Real-time infrastructure monitoring dashboard
![Karmalyze Analytics - Light Mode](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" width="800" height="600"%3E%3Crect fill="%23f5f5f5" width="800" height="600"/%3E%3Crect fill="%234F9EFF" x="20" y="20" width="760" height="60" rx="8"/%3E%3Ctext x="40" y="60" font-family="sans-serif" font-size="20" fill="white"%3EAnalytics%3C/text%3E%3Cpath d="M 50 150 L 150 120 L 250 180 L 350 100 L 450 140 L 550 90 L 650 130 L 750 80" stroke="%234F9EFF" stroke-width="3" fill="none"/%3E%3C/svg%3E)
AI-powered failure pattern analysis
![Karmalyze Settings - Dark Mode](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" width="800" height="600"%3E%3Crect fill="%231a1a1a" width="800" height="600"/%3E%3Crect fill="%234F9EFF" x="20" y="20" width="760" height="60" rx="8"/%3E%3Ctext x="40" y="60" font-family="sans-serif" font-size="20" fill="white"%3ESettings%3C/text%3E%3Crect fill="%232a2a2a" x="20" y="100" width="760" height="80" rx="8"/%3E%3Crect fill="%232a2a2a" x="20" y="200" width="760" height="80" rx="8"/%3E%3Crect fill="%232a2a2a" x="20" y="300" width="760" height="80" rx="8"/%3E%3C/svg%3E)
Customizable alert and notification preferences
![Karmalyze Mobile App - Light Mode](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" width="400" height="800"%3E%3Crect fill="%23f5f5f5" width="400" height="800"/%3E%3Crect fill="%234F9EFF" x="20" y="40" width="360" height="60" rx="8"/%3E%3Ctext x="40" y="80" font-family="sans-serif" font-size="20" fill="white"%3EMobile%3C/text%3E%3Crect fill="%23e0e0e0" x="20" y="120" width="360" height="150" rx="8"/%3E%3Crect fill="%23e0e0e0" x="20" y="290" width="360" height="150" rx="8"/%3E%3Crect fill="%23e0e0e0" x="20" y="460" width="360" height="150" rx="8"/%3E%3C/svg%3E)
Monitor infrastructure on the go
Real-time infrastructure monitoring dashboard
AI-powered failure pattern analysis
Customizable alert and notification preferences
Monitor infrastructure on the go
Built for Modern Teams
From startups to enterprise, Karmalyze helps teams prevent outages and build reliable infrastructure.
DevOps Teams
Automate incident response and reduce MTTR with AI-powered root cause analysis and prevention.
SRE Engineers
Build reliability into your systems with predictive failure detection and automated remediation.
Startups
Scale confidently with enterprise-grade monitoring at startup prices. Free beta access available.
Platform Teams
Monitor microservices, containers, and cloud infrastructure with unified AI-powered insights.
Enterprise
Prevent million-dollar outages with AI that learns from your infrastructure's unique patterns.
DevOps Teams
Automate incident response and reduce MTTR with AI-powered root cause analysis and prevention.
SRE Engineers
Build reliability into your systems with predictive failure detection and automated remediation.
Startups
Scale confidently with enterprise-grade monitoring at startup prices. Free beta access available.
Platform Teams
Monitor microservices, containers, and cloud infrastructure with unified AI-powered insights.
Enterprise
Prevent million-dollar outages with AI that learns from your infrastructure's unique patterns.
Built on Modern Infrastructure
Enterprise-grade integrations with the tools you already use, powered by cutting-edge AI and multi-database architecture
Integrations
Prometheus
Real-time metrics collection and monitoring
MonitoringInfluxDB
Time-series data storage and analytics
DatabasePagerDuty
Incident management and alerting
Alerting
Docker
Container lifecycle tracking and monitoring
Orchestration
Kubernetes
Pod management and cluster monitoring
Orchestration
OpenAI
LLM-powered root cause analysis
AI/LLM
NVIDIA
GPU-accelerated AI inference
AI/LLM
Google Gemini
Multi-modal AI analysis
AI/LLMMulti-Database Architecture
Optimized data storage for different workload patterns
PostgreSQL
Persistent identity and relationship storage
Use Cases
Soul data, incarnation records, karma history
MongoDB
Memory fragments and behavioral patterns
Use Cases
Trauma memories, wisdom patterns, embeddings
Redis
High-performance caching layer
Use Cases
Session data, real-time metrics, quick lookups
Data Flow Architecture
A visual journey of a soul through the Karmalyze system.
Soul Creation
Entity identified and assigned cryptographic identity → PostgreSQL
Behavior Tracking
Performance metrics and patterns collected → MongoDB + Redis
Death Detection
Failure captured with complete context → All databases
AI Analysis
LLM-powered root cause analysis → OpenAI/NVIDIA/Gemini
Wisdom Storage
Learned patterns stored as memory fragments → MongoDB
Reincarnation
Entity reborn with accumulated knowledge → PostgreSQL + MongoDB
Simple, Transparent Pricing
Start free during beta. No credit card required. Full enterprise features included.
Beta Access
Full access during beta - Help us build the future of infrastructure monitoring
Pro
Coming after beta - Pricing to be announced
Enterprise
For organizations with custom requirements
Why Choose Karmalyze?
AI-powered prevention vs traditional reactive monitoring
Soul-Based Persistent Identity
Behavioral Karma Scoring
Reincarnation with Accumulated Wisdom
Memory Fragment Classification
Real-time Monitoring
Multi-Database Architecture
Traditional tools react to failures.
Karmalyze prevents them.
Frequently Asked Questions
Everything you need to know about Karmalyze
Still have questions?
We're here to help. Reach out to our team or explore our resources.
Loved by DevOps Teams
See how Karmalyze is helping teams prevent outages and save time