Predict incidents and run autonomous remediation with GPT-4 and Slack
Metrics Collection Schedule
Workflow Configuration
Fetch Metrics Data
Fetch Logs Data
Fetch Traces Data
Fetch Alerts Data
Merge Observability Data
Anomaly Detection Engine
Temporal Forecasting Model
Causal Inference Analysis
Incident Predicted?
Root Cause Correlation Agent
openai
OpenAI GPT-4
gpt-4.1-mini
Root Cause Output Schema
noOp
Blast Radius Evaluator
openai
OpenAI GPT-4 Blast Radius
gpt-4.1-mini
Blast Radius Output Schema
noOp
Auto-Remediation Safe?
Remediation Strategy Planner
openai
OpenAI GPT-4 Remediation
gpt-4.1-mini
Remediation Plan Output Schema
noOp
Execute Remediation Action
Wait for Remediation Effect
noOp
Verify Remediation Success
Remediation Successful?
Execute Rollback
Request Manual Approval
slack
Approval Response Webhook
Approval Granted?
Escalation Diagnostics Generator
openai
OpenAI GPT-4 Diagnostics
gpt-4.1-mini
Diagnostics Output Schema
noOp
Escalate to On-Call Team
slack
Store Incident in Knowledge Graph
postgres
Incident Vector Store
vectorstorepgvector
OpenAI Embeddings
noOp
Incident Document Loader
noOp
Post-Mortem Generator
openai
OpenAI GPT-4 Post-Mortem
gpt-4.1-mini
Post-Mortem Output Schema
noOp
Update Learning Database
postgres
Send Post-Mortem Report
smtp
Merge Remediation Paths
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