How Observability transforms vibe coding into AI engineering
To transform unreliable AI-generated code into production-ready software, organizations must move beyond simple prompting toward a multi-layered approach involving structured plann…
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OpenTelemetry
12 articles
Bringing traces to your AI Agents with OpenTelemetry and Strands SDK
As autonomous AI agent architectures become increasingly complex, robust observability through OpenTelemetry is essential for diagnosing issues like hallucinations and performance …
Building Future-Proof Observability with OpenTelemetry APIs and New Relic Agents
New Relic’s hybrid agent facilitates an incremental transition to OpenTelemetry by allowing developers to use standard OTel APIs while leveraging existing New Relic APM infrastruct…
Building in the open: How Dynatrace invests in open source to move the industry forward
Dynatrace highlights its active leadership and significant contributions to key open-source projects, including OpenTelemetry, W3C Trace Context, and OpenFeature. By driving the de…
OpenTelemetry graduates: A milestone for the observability Open Source community
OpenTelemetry has officially graduated from the Cloud Native Computing Foundation (CNCF), establishing itself as a stable, production-ready standard for observability. This milesto…
Replicate New Relic Language Agent Error Filtering Functionality
This article explains how New Relic represents errors through metrics and spans and highlights the importance of filtering non-actionable errors to prevent alert fatigue and inflat…
New Relic eBPF Expands Kernel-Level Observability
New Relic eBPF provides full-stack kernel observability by extending visibility across applications, infrastructure, and network layers without requiring manual code instrumentatio…
Observability is a team sport
The author argues that observability should be treated as a shared responsibility across all engineering roles—including developers, SREs, and DevOps—rather than the task of a cent…
Dynatrace to acquire Bindplane to bring control to the telemetry lifecycle
Dynatrace has agreed to acquire Bindplane, a telemetry pipeline built on open standards, to address the challenges of exponentially increasing and fragmented observability data. Th…
OpenTelemetry Events vs. New Relic Custom Events: Capabilities, Context, and the “Why”
This article explains the difference between OpenTelemetry (OTel) Events and New Relic Custom Events, both used for observability signals. OTel Events are structured logs tied to t…
Unlocking CI/CD success with observability
This article highlights the importance of observability in CI/CD pipelines to address issues like slow performance, instability, and flaky tests. It introduces Dynatrace as a solut…
New Relic Control: Centralized Control for Observability at Scale
This article highlights the growing problem of "observability sprawl" – fragmented and inconsistent instrumentation across modern, complex IT environments. As organizations scale w…