Autonomous Agentic SRE

Strands Agent DevOps Studio

Orchestrate autonomous SRE agents to troubleshoot, triage, and self-heal production systems. Generate python execution codes powered by the model-driven Strands Agents SDK.

πŸ€– Agent & Model Configuration

πŸ› οΈ Tool Permissions & API Scope

Allows the agent to fetch cluster namespaces, pod logs, and inspect crash histories.
Binds system utilities as tools to analyze disk free blocks, total RAM, and process trees.
Gives permission to execute cleanup and process termination scripts automatically when anomalies are detected.

πŸ’‘ Interactive Agent Topology

Pipeline representing how your custom agent processes, plans, and executes tools.

System Alarm (Triage)
βž”
SRE Triage Agent
βž”
Tool Selection
Resolver Agent
βž”
Remediation Script
βž”
Incident Resolved
.py

          
        

⚑ Strands Agent Testing CLI

# Verify SDK installation status:
pip show strands-agents
# Run agent program with tracing console active:
python agent.py --trace
🧠

SRE Code Explanation

agent.py

🎯 WHY & WHAT IT DOES

πŸ•’ WHEN TO USE IT

πŸš€ WHERE & HOW TO DEPLOY

Commands to run:
# command

πŸ›‘οΈ SRE PRODUCTION BEST PRACTICES

🧠 AI/MLOPS & GENAI INTEGRATION

πŸ“Š ARCHITECTURE DATA FLOW