Observatory | The New Relic Blog

Best CloudWatch Alternatives to Improve Monitoring and Visibility

While Amazon CloudWatch is effective for basic AWS-only monitoring, its fragmented data models and lack of multi-cloud visibility create operational challenges as infrastructure gr…

Top AppDynamics Alternatives for Unified Observability (2026)

As organizations transition from traditional application performance management to full-stack observability, many are seeking alternatives to AppDynamics to avoid unpredictable per…

How to Choose the Right Log Analysis Tools For Faster Troubleshooting

This article explains how log analysis tools reduce Mean Time to Resolution (MTTR) by unifying fragmented data into a single, correlative platform for faster incident response. It …

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 …

From shadow to insights: Observe your AI footprint with New Relic Catalogs

New Relic is integrating custom dashboards directly into its Catalogs feature, allowing users to link essential visualizations to specific services and infrastructure entities. Thi…

Where observability pays off: uptime, digital experience, and engineering excellence

To justify observability spend to executives, engineering leaders should map technical telemetry to measurable business outcomes across three key areas: business uptime, digital ex…

New Relic Ground Truth

Current AI assistants in software operations struggle because they possess vast amounts of telemetry but lack the essential operational context needed to understand complex system …

Your AI Doesn’t Need More Intelligence. It Needs More Context.

The article argues that the next era of enterprise technology will be defined by the depth of operational context provided to AI, rather than the raw power of the models themselves…

New Relic Autopilot Brings Autonomous Operations to Life

New Relic Autopilot evolves observability into "autonomous operations" by moving beyond simple data collection toward continuous operational reasoning. By analyzing telemetry, depl…

How to Choose The Right Dynatrace Alternative For Your Team

As cloud-native environments grow more complex, many organizations are seeking Dynatrace alternatives to avoid unpredictable scaling costs and high operational overhead. The articl…

Top Splunk Alternatives: What to Consider in 2026

While Splunk remains a powerful platform for deep data analysis, its unpredictable per-GB pricing and operational complexity are driving many engineering teams toward unified obser…

Evaluating Grafana Alternatives: A Comprehensive Guide for Engineers

While Grafana is a powerful visualization tool, its reliance on fragmented backend systems like Prometheus and Loki can create significant operational overhead and difficulty in co…