#o11y #Observability

The easy button — Get Cribl Edge Windows Events into Elastic

Source: Cribl Blog
Cribl
Link to story: https://cribl.io/blog/the-easy-button-get-cribl-edge-windows-events-into-elastic/

The easy button — Get Cribl Edge Windows Events into Elastic

The easy button — Get Cribl Edge Windows Events into Elastic

Cribl

 #o11y #Observability

Building Data Pipelines for Reliability: A Comprehensive Guide to Best Practices and Key Steps

Source: Cribl Blog
Cribl
Link to story: https://cribl.io/blog/building-data-pipelines-for-reliability/

Building Data Pipelines for Reliability

"Learn best practices for building data pipelines that move, transform, and govern data at scale to power analytics, observability, and real-time insights."

Cribl

 #o11y #Observability

Centralize observability management with Datadog Governance Console

Source: Datadog | The Monitor blog

Link to story: https://www.datadoghq.com/blog/governance-console/

Centralize observability management with Datadog Governance Console | Datadog

Datadog Governance Console centralizes usage insights and automates policy enforcement to reduce risk, control costs, and improve observability at scale.

Datadog

 #o11y #Observability

Observability at the Edge: OpenTelemetry in Ingress Controllers

Source: Dash0 Blog · OpenTelemetry Native Observability

Link to story: https://www.dash0.com/blog/observability-at-the-edge-opentelemetry-in-ingress-controllers

Observability at the Edge: OpenTelemetry in Ingress Controllers · Dash0

An evaluation of OpenTelemetry support across Kubernetes ingress controllers and gateways - tracing, metrics, logs, semantic conventions, and resource identity. Most projects "support OpenTelemetry." What that actually means varies more than you'd expect.

 #o11y #Observability

Route OTel data from AI apps to ClickHouse and Datadog using Observability Pipelines

Source: Datadog | The Monitor blog

Link to story: https://www.datadoghq.com/blog/otel-ai-observability-pipelines-clickhouse/

Route OTel data from AI apps to ClickHouse and Datadog using Observability Pipelines | Datadog

Learn how Datadog Observability Pipelines helps teams transform and normalize logs and metrics from OpenTelemetry.

Datadog

 #o11y #Observability

When your telemetry meets AI. (It usually fails.)

Source: Cribl Blog
Cribl
Link to story: https://cribl.io/blog/when-your-telemetry-meets-ai-it-usually-fails

When your telemetry meets AI. (It usually fails.)

When your telemetry meets AI. (It usually fails.)

Cribl

 #o11y #Observability

Spotting CI/CD misconfigurations before the bots do: Securing GitHub Actions with Datadog IaC Security

Source: Datadog | The Monitor blog

Link to story: https://www.datadoghq.com/blog/github-actions-iac-security/

Spotting CI/CD misconfigurations before the bots do: Securing GitHub Actions with Datadog IaC Security | Datadog

Use Datadog IaC Security to catch GitHub Actions misconfigurations in the diff, before they reach production.

Datadog

 #o11y #Observability

How Streams Generates a Log Pipeline in Seconds

Source: Elastic Observability Labs

Link to story: https://www.elastic.co/observability-labs/blog/elastic-streams-ai-pipeline-generation

How Streams Generates a Log Pipeline in Seconds — Elastic Observability Labs

Streams generates a complete, tested log processing pipeline from a single click. Here's the two-stage mechanism behind it: deterministic fingerprinting, a reasoning agent that iterates against real data, and hard validation thresholds that enforce quality before you see the result.

 #o11y #Observability

Manage service tracing across hosts with Single Step Instrumentation rules

Source: Datadog | The Monitor blog

Link to story: https://www.datadoghq.com/blog/single-step-instrumentation-rules/

Manage service tracing across hosts with Single Step Instrumentation rules | Datadog

Control which services are traced by Datadog APM via Single Step Instrumentation rules to reduce unnecessary trace data.

Datadog

 #o11y #Observability

The Agentic Shift: Key Takeaways from IDC Directions 2026

Source: Observatory | The New Relic Blog
Stela Udovicic
Link to story: https://newrelic.com/blog/ai/agentic-shift-idc-directions-2026

The Agentic Shift: Key Takeaways from IDC Directions 2026

he Agentic Shift demands new observability. IDC shares 4 key trends, including the Agent Economy and AI-Ready Infrastructure, making agentic tracing and AI observability crucial.

New Relic