Field notes on resilience, automation and modern platforms.
Hands-on write-ups from our engagements: chaos engineering game-days, self-healing patterns, Azure landing zones and the LLM automation stack we ship in production.
LLM Ops Automation Without Giving It the Keys
Treat the LLM as a planner and diagnostician—not an executor. This article shows a production-safe pattern using typed actions, policy-as-code gates, least-privilege execution, and mandatory verification loops.
Self-Healing Ops: Turn Repetitive Alerts into Closed-Loop Recovery
Most orgs already have the tooling for self-healing operations; what’s missing is a practical closed-loop framework. This guide shows how to design, govern, and implement alert-to-recovery workflows with verifiable outcomes.
Break the 2:47am Incident Loop with Chaos Engineering
Recurring “restart fixes it” incidents are a tax on engineering time and reliability. Chaos engineering turns unknown failure modes into reproducible test cases with measurable outcomes—so the same alert stops paging forever.