Intelligent
SRE operations.
Invite the SRE Copilot to your Discord server to secure credentials, diagnose container failures, and query metrics anomaly traces.
Multi-Tenant SaaS
Allows different Discord servers (guilds) to securely register their own independent clusters. Each server's settings, endpoints, and credentials are completely isolated.
AES-256 Cryptography
Kubernetes configs uploaded via Discord are encrypted using Fernet symmetric authenticated cryptography before being saved in a database, ensuring credentials are secure at rest.
Agentic Diagnostics
A stateful LangGraph multi-agent workflow powered by Gemini 2.5 analyzes container status, stdout logs, and metrics anomalies to produce action-oriented recommendations.
Proactive Monitoring
A background loop watches pod health. Transitioning to unhealthy states (e.g., OOMKilled, CrashLoopBackOff) alerts designated channels, clearing once resolved.
Minimize
your MTTR.
Register.Monitor.Diagnose.
Stateful Agents.
Expert Analysis.
A stateful multi-agent architecture built on LangGraph that leverages specialized Gemini 2.5 Flash agents to troubleshoot cluster errors.
Log Analysis Agent
Tail and parse active pod container stdout for system exceptions, warning messages, and crash trace logs.
Metrics Anomaly Agent
Queries Prometheus metrics dynamically to compute CPU spikes, memory usage spikes, latencies, and error rates.
RAG Runbook Agent
Performs similarity search checks against ChromaDB vectors to find historical incident runbooks.
Root Cause Coordinator
Synthesizes data inputs to formulate a confidence score and generates copy-paste CLI remediation commands.
Scenarios we diagnose.
The payment-service went into a database connection timeout crashloop. SRE Copilot analyzed the stdout logs, diagnosed the network issue, and provided the exact remediation instructions in under 10 seconds.
CrashLoopBackOff
Resolved by AI, payment-service
