#62: Grafana & Friends x Kubernetes Pune Happy Hours

NOTE: we have moved to Open Community Groups and this Meetup.com group will be closing soon. Please join us on OCGroups: https://ocgroups.dev/cncf/group/cncg-kubernetes-pune/event/2eth5ez

Join us for the September edition of Kubernetes Pune meetup! This time we are collaborating with Grafana & Friends Pune. Connect with peers, explore talks on Kubernetes and cloud!

### Agenda

10:00 AM
Intro and Welcome

10:30 AM - 11:10 AM
Anatomy of an Incident: Chasing Real Signals

Every system failure tells a story, but finding the narrative requires filtering out the noise. In this talk, we dissect a real production incident to explore how engineers identify true causal factors during a high-pressure outage.
Speaker: Swapnil Kulkarni (Head Customer Success & Growth at Kloudfuse)

11:15 AM - 11:55 AM
Build Your Own Grafana MCP for Intelligent Issue Analysis

Modern observability platforms generate massive amounts of metrics, logs, traces, and alerts, but finding the root cause of an incident often requires navigating multiple dashboards and complex queries. What if you could simply ask an AI assistant what is happening in your environment and receive actionable insights? In this session, we'll explore how to build a custom Grafana MCP (Model Context Protocol) server that enables AI assistants to interact directly with Grafana. We'll walk through designing MCP tools that can query dashboards, retrieve metrics, analyze alerts, correlate logs, and assist with root cause investigations.
Speaker: Tamal Karmakar (Sr. Software engineer at Microsoft)

12:00 PM - 12:40 PM Surviving Debezium CDC from Single-Primary MongoDB Through RabbitMQ to Elasticsearch

Users saw stale data before we did. Silent CDC lag, expired resume tokens, no alarms. Here's how we made data freshness a first-class observability signal and recovered without a full reindex.
Speaker: Aseem Khandekar (Technical Lead at ChatDaddy)

12:40 PM - 01:30 PM
Networking, Snacks

Looking forward to seeing you all there!

Registration link: https://ocgroups.dev/cncf/group/cncg-kubernetes-pune/event/2eth5ez