Two Melbourne communities, one room.
Cloud Native Melbourne and Grafana & Friends Melbourne are teaming up for our August meetup, and the lineup is set. Three talks on building and running telemetry in production, and what happens when you hand the debugging to an AI agent.
THE LINEUP
6:25pm — Beyond the Happy Path: Operating Telemetry Pipelines in Production
Benny Lo, Senior Software Engineer at SEEK
Telemetry pipelines look simple on an architecture diagram: collect, process, export. Operating them in production is where things get interesting. Benny shares the practical lessons and trade-offs from running telemetry pipelines across organisations of different sizes, from simple agent-to-backend setups to distributed agents and standalone aggregators. What worked, what did not, and when owning more of your pipeline is actually worth the operational complexity.
6:55pm — To Make An SLO, First You Must Invent The Universe: OpenTelemetry Collection From Scratch
Cail Young, Senior SRE at Octopus Deploy
In 2025 a team at Octopus Deploy was asked to build a multi-region, highly available, autoscaling OpenTelemetry-based telemetry processing platform. They had never built anything like it and there were few documented examples to work from. This case study makes public the moving parts required to deliver a brand new telemetry pipeline on OpenTelemetry Collector and Kubernetes, along with the many trade-offs and misadventures along the way.
7:30pm — We Gave an AI Agent kubectl and It Found the Thing Waking Us Up
Song Jin, Principal Developer at Propel Ventures, ex-Xero Lead DevOps Engineer
The cluster was throttling CPU, PagerDuty was firing overnight, and the latency SLA was under threat. They pointed an AI agent with scoped kubectl access at it, and it found the root cause in time to fix it. This is the specific story, not the pitch deck version: the investigation loop the agent actually ran, the access model that made read-only genuinely read-only, and an honest account of where it produced confident nonsense and needed a human to reframe the question.
RUNNING ORDER
6:00pm — Doors, food and drinks
6:25pm — Benny Lo
6:55pm — Cail Young
7:25pm — Short break
7:30pm — Song Jin
8:00pm — Networking
8:30pm — Close
WHERE
Mantel, Level 2, 452 Flinders Street, Melbourne VIC 3000. Two minutes from Southern Cross Station and a short walk from Flinders Street. Head to Level 2 and someone will meet you at the lifts from 6:00pm.
FOOD
Provided, with vegetarian and vegan options. Tell us about allergies when you register and we will sort it.
CODE OF CONDUCT
This is a welcoming, vendor-neutral space. Speakers talk about problems, not products. We follow the CNCF Code of Conduct.
THANK YOU
To Mantel for hosting us, and to Grafana Labs for supporting the Grafana & Friends community.
See you there.
