Loading…
June 9-10, 2026
Bengaluru, India
View More Details & Registration

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for MCP Dev Summit Bengaluru to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration..

IMPORTANT NOTE: Timing of sessions and room locations are subject to change.


Wednesday June 10, 2026 11:25am - 11:50am IST
Modern observability stacks make it easy to collect telemetry, but not to derive value from it. Teams accumulate unused metrics, high-cardinality signals, and noisy dashboards, leading to rising costs and poor signal quality.

This talk introduces a practical mental model inspired by the Rumsfeld Quadrant to reason about observability in terms of signals we measure vs signals we actually use. In our analysis of a our Observability stack, nearly 70% of collected signals showed little to no usage, reflecting a Pareto-like distribution of signal value.

We present a closed-loop approach that we used to analyze observability metadata and continuously optimize the system. MCP was used as the coordination layer to expose metadata and connect analysis, reasoning, and action workflows.

We will walk through how low-value signals were identified, how recommendations were generated and applied in a real-world large scale observability platform.
Speakers
avatar for Parthiv Roshan Menon

Parthiv Roshan Menon

Parthiv Roshan Menon, Smarsh
Platform Engineer with ~10 years of experience building and scaling observability platforms. Focused on improving signal-to-noise ratio in large telemetry systems and exploring the use of MCP and LLMs for feedback-driven optimization. Active in open source and currently building tools... Read More →
Wednesday June 10, 2026 11:25am - 11:50am IST
Scarlet 2&3
  Enterprise Adoption + Integration
  • Audience Experience Level Any

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Share Modal

Share this link via

Or copy link