Shows
Data Engineering PodcastYour Data, Your Lake: How Observe Uses Iceberg and Streaming ETL for ObservabilitySummary In this episode Jacob Leverich, cofounder and CTO of Observe, talks about applying lakehouse architectures to observability workloads. Jacob discusses Observe’s decision to leverage cloud-native warehousing and open table formats for scale and cost efficiency. He digs into the core pain points teams face with fragmented tools, soaring costs, and data silos, and how a lakehouse approach - paired with streaming ingest via OpenTelemetry, Kafka-backed durability, curated/columnarized tables, and query orchestration - can deliver low-latency, interactive troubleshooting across logs, metrics, and traces at petabyte scale. He also explore the practicalities of loading and organizing telemetry by use...
2026-01-191h 12
The MonkCastJacob Leverich chats Observe and the Future of ObservabilityIn this RedMonk conversation, Jacob Leverich, Co-Founder at Observe, Inc., discusses the evolution of the observability market, focusing on the founding of Observe, and the architectural decisions that shaped its development, with RedMonk's James Governor. They explore the transition from on-premises to cloud-based solutions, the challenges of data collection and interpretation, and the importance of user context in troubleshooting. The discussion also covers the impact of OpenTelemetry on the industry and the ongoing challenges of cost management in observability solutions. They explore emerging trends in data management, including the commoditization of data storage and the impact of AI on...
2025-06-2356 min
Talk of the WeekObservability at Scale with AI with Jacob LeverichShow notes: Observability at Scale with AI with Jacob Leverich
2025-05-2236 min
TestGuild Devops Toolchain PodcastObservability at Scale with AI with Jacob LeverichIn this episode of the DevOps Toolchain podcast, Joe Colantonio sits down with Jacob Leverich, cofounder and Chief Product Officer at Observe, to explore how AI and cutting-edge data strategies are transforming the world of observability. With a career spanning heavyweight roles from Splunk to Google and Kuro Labs, Jacob shares his journey from banging out Perl scripts as a Linux sysadmin to building scalable, data-driven solutions that address the complex realities of today's digital infrastructure. Tune in as Joe and Jacob explore why traditional monitoring approaches are struggling with massive data volumes, how knowledge...
2025-05-1436 min
Data DrivenJacob Leverich on Efficiency, Elegance, and the Joy of Not Grepping log files at 2AMThis week, Frank sat down with Dr. Jacob Leverich—Stanford PhD, cofounder of Observe, and a veteran of the Google MapReduce team and Splunk. Jacob’s journey, from tinkering with video game code as a kid, to innovating at the cutting edge of distributed systems and energy efficiency, is as inspiring as it is informative.Key TakeawaysEarly Tech Roots: Hear how curiosity with QBasic and classic PCs (think IBM PCXT and Commodore) put Jacob on a path to high-impact data engineering.MapReduce, Dremel, & the Rise of Big Data: Jacob pulls back the curtain on working with...
2025-04-2258 min