What Happens When Your AI SRE Has a Bad Day
A field guide to failure modes in production AI SRE agents — from bad historical matches and alert-storm reasoning collapse to runbook drift and operator over-trust.
Talks
Conference talks and community sessions on the systems we build and the ways they fail.
From Search to Context: Building Smarter AI Agents with OpenSearch
How keyword, vector, and hybrid search can turn operational data into structured context that helps AI agents move from an alert toward a credible root cause.
AAIF Agentic AI Pune Connect
A community session on practical agentic AI, production systems, and the lessons that emerge when agents leave the prototype and meet real infrastructure.
Debugging Knowledge Is Infrastructure Too
How to capture the decision patterns behind great incident response and turn tacit expertise into durable investigation workflows.
From Chaos to Confidence
How Microcks brings order to modern API testing across REST, event-driven APIs, mocks, and continuous contract validation.
Chaos Engineering for Security: Breaking Systems to Strengthen Defenses
How controlled failures and simulated attacks can expose security weaknesses before adversaries do, with practical examples using Chaos Mesh, LitmusChaos, and KubeArmor.
Kubernetes: From Google Borg to Cloud Native
A practical origin story of Kubernetes and why its control-loop model became foundational to modern infrastructure.
Planning a meetup or conference? Invite me to speak.