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Tucker Callaway is the CEO of Mezmo, where he leads the company's work in Active Telemetry—helping organizations process and act on telemetry data in real time. With more than 20 years of experience in enterprise software, particularly in developer and DevOps tools, Tucker previously held executive roles at Sauce Labs and Chef. Under his leadership, Mezmo has focused on intelligent telemetry pipelines that help engineering teams manage observability for both traditional applications and AI systems, while reducing costs and improving data quality.

microservices, opentelemetry, data, Grafana, OpenTelemetry Argo NeuVector Extends Red Hat OpenShift Availability

Why Agentic SREs Require Active Telemetry in Kubernetes

Discover how Active Telemetry enables Agentic SREs to move from reactive firefighting to autonomous diagnosis and proactive reliability in Kubernetes ...
Tucker Callaway | October 23, 2025 | Active Telemetry, Active Telemetry pipeline, Agentic SRE, AI infrastructure, AI observability, AI-driven SRE, autonomous diagnosis, autonomous operations, cloud native operations, context engineering, data context, intelligent observability, KubeCon 2025, Kubernetes reliability, MTTR reduction, operational autonomy, proactive remediation, root cause analysis, site reliability engineering, telemetry architecture

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How Experts Accelerate Delivery and Eliminate Test Environment Challenges
4 November 2025
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Big Risks, Engineering Bottlenecks, and AI
23 October 2025
Big Risks, Engineering Bottlenecks, and AI

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Accelerate & Secure: Optimizing Your Software Supply Chain with DevSecOps
18 November 2025
Accelerate & Secure: Optimizing Your Software Supply Chain with DevSecOps
Double Your Ransoms, Not Your Costs: Scaling Your Gang with AI
18 November 2025
Double Your Ransoms, Not Your Costs: Scaling Your Gang with AI
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13 November 2025
Prioritizing Digital Executive Protection to Manage Corporate Risk

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MOST READ

LLMs & Kubernetes Configuration: Automating Hardening, Drift Detection and Policy Enforcement

October 2, 2025

Runtime Visibility & AI-powered Security in Cloud-Native Environments

October 6, 2025

Service Mesh Evolution: Ambient Mode, Gateways & The Return of Simpler Architectures

October 1, 2025

Bridging Observability & Security in Kubernetes: Beyond Just Metrics

September 29, 2025

CNCF, Docker Partnership Streamlines Container Security, Operations 

September 25, 2025

RECENT POSTS

Why Agentic SREs Require Active Telemetry in Kubernetes
Contributed Content KubeCon + CloudNativeCon NA 2025 KubeCon + CloudNativeCon North America 2025 Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Why Agentic SREs Require Active Telemetry in Kubernetes

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