sre – Software

Building a Self-Healing Automation with AI Agents

September 4, 2026July 27, 2026 by REIBuys Engineering Team

Flowchart illustrating the four main components of a self-healing automation AI agent error handler: Trigger, Context Toolkit, Remediation Toolkit, and Reporter.

Every SRE knows the pattern: a cron job fails because an upstream file arrived late. A pipeline breaks because an API added a field. A service restart loop starts because a config value drifted. None

Building an AI Ops Assistant for Infrastructure Monitoring

September 4, 2026July 27, 2026 by REIBuys Engineering Team

Dashboard of an AI Ops assistant showing infrastructure monitoring data, alerts, and AI-generated suggestions.

This is a technical blueprint for SREs and platform engineers who want to build that assistant pragmatically: starting with read-only analysis, earning trust incrementally, and treating “give the AI w