What if your intelligent infrastructure could proactively monitor, analyze, and heal itself to guarantee uptime before you even wake up?
Iโm sharing with you the AI-Agent-based decision flow, which auto-fixes incidents using ๐ฃ๐ฟ๐ผ๐บ๐ฒ๐๐ต๐ฒ๐๐ + ๐ป๐ด๐ป + ๐ฏ๐ฎ๐๐ต ๐๐ฐ๐ฟ๐ถ๐ฝ๐๐
This is the visualization of the flow:
The components that Iโm using:
โข ๐ฃ๐ฟ๐ผ๐บ๐ฒ๐๐ต๐ฒ๐๐ - ๐๐ฟ๐ฎ๐ณ๐ฎ๐ป๐ฎ: For monitoring and metrics collection.
โข ๐๐น๐ฒ๐ฟ๐๐บ๐ฎ๐ป๐ฎ๐ด๐ฒ๐ฟ: To send alerts, and n8n to orchestrate a workflow
โข ๐๐ถ๐ฟ๐๐ ๐ฏ๐ฎ๐๐ต ๐๐ฐ๐ฟ๐ถ๐ฝ๐: To do a system check and analyze
โข ๐๐ถ๐ฟ๐๐ ๐๐-๐ฎ๐ด๐ฒ๐ป๐ ๐ป๐ผ๐ฑ๐ฒ: To analyze the result from the system check scripts. The agent will evaluate how to interact with the issues (just notify or take immediate action).
โข If itโs medium and low cases, just send a notification to Discord. If itโs kind of urgent actions, go the critical flow
โข ๐ฆ๐ฒ๐ฐ๐ผ๐ป๐ฑ ๐๐-๐ฎ๐ด๐ฒ๐ป๐ ๐ป๐ผ๐ฑ๐ฒ (in critical flow): Analyzes the actual system state and creates specific fix commands. The commands could be to clean logs, try to restart some services to release the resources.
โข ๐ฆ๐ฒ๐ฐ๐ผ๐ป๐ฑ ๐ฏ๐ฎ๐๐ต ๐๐ฐ๐ฟ๐ถ๐ฝ๐: to run the commands under AI-agent suggestions.
โข Finally, send some post-mortem and reports through Discord.
๐๐ถ๐บ๐ถ๐๐ฎ๐๐ถ๐ผ๐ป๐ ๐ฎ๐ป๐ฑ ๐ฐ๐ผ๐ป๐๐ถ๐ฑ๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป๐:
โข Non-deterministic AI behavior (responses vary for identical scenarios)
โข Data privacy concerns (metrics sent to cloud APIs)
โข Consistency challenges for audit trails and debugging
Iโve shared all materials here:
โข ๐ฆ๐๐๐๐ฒ๐บ ๐ฑ๐ผ๐ฐ๐๐ผ๐ฟ ๐๐ผ ๐ฎ๐ป๐ฎ๐น๐๐๐ฒ ๐๐ต๐ฒ ๐ฐ๐๐ฟ๐ฟ๐ฒ๐ป๐ ๐๐๐ฎ๐๐ฒ ๐ผ๐ณ ๐๐ต๐ฒ ๐๐๐๐๐ฒ๐บ: sysadmin-toolkit/scripts/system-health/system-doctor.sh at staging ยท Bubobot-Team/sysadmin-toolkit ยท GitHub
โข ๐ก๐ด๐ป ๐๐ผ๐ฟ๐ธ๐ณ๐น๐ผ๐ ๐ฐ๐ผ๐ฑ๐ฒ (๐ท๐๐๐ ๐ฐ๐ผ๐ฝ๐ ๐๐ผ ๐๐ผ๐๐ฟ ๐ป๐ด๐ป ๐ฎ๐ป๐ฑ ๐ฟ๐๐ป): automation-workflow-monitoring/n8n/n8n_AI_Agent_Decision_Engine_for_Self_Healing_Server_VPS.json at main ยท Bubobot-Team/automation-workflow-monitoring ยท GitHub
โข ๐ข๐๐ฒ๐ฟ๐๐ถ๐ฒ๐ ๐ผ๐ณ ๐๐ต๐ฒ ๐๐ผ๐ฟ๐ธ๐ณ๐น๐ผ๐: GitHub - Bubobot-Team/automation-workflow-monitoring
I hope this helps you to apply in your server or VPS, to help you self-fix your services just in case of an emergency. I would love to hear your feedback and collaboration to improve the flow.
I would love to hear feedbacks to improve my workflow, thanks!