observability

Analysis

Beyond Observability: Improving Reliability for Self-Hosted Kubernetes Apps
ByMickael Alliel July 8, 2026July 8, 2026

Despite the shift toward SaaS and managed platforms, many modern applications still rely on components that run inside customer-controlled environments. These self-hosted agents extend functionality and enable powerful integrations, but site reliability engineers (SREs) must still maintain the operational reliability of applications deployed in infrastructure they do not fully control. The model has clear advantages…. … continue reading

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Latest News

News Roundup: May 22, 2026 — Honeycomb, Forward, Automation Anywhere
ByITOps Times May 22, 2026May 22, 2026

Honeycomb Launches Agent Observability, Bringing Full Visibility to Agentic Workflows in Production Honeycomb.io, the observability platform built for the new shape of software, today introduced a series of agentic intelligence and agent observability features purpose-built for AI agents in production. These new and enhanced capabilities include Agent Timeline, Canvas Agent, and Canvas Skills. Engineering teams… … continue reading

Read More News Roundup: May 22, 2026 — Honeycomb, Forward, Automation Anywhere
Opinion

Why General-Purpose Agentic AI Breaks Down in Cloud-Native Infrastructure
ByItiel Shwartz April 24, 2026

Agentic AI is becoming table stakes in SRE workflows, helping with incident triage, surfacing root causes, and summarizing what changed before a failure. According to Gartner, by 2029, 85% of enterprises will use AI SRE tooling to optimize operations in order to meet organizational and customer reliability demands. This will increase from less than 5%… … continue reading

Read More Why General-Purpose Agentic AI Breaks Down in Cloud-Native Infrastructure
Latest News

Will Kubernetes Become the Standard for AI Workloads?
ByEric Newcomer April 7, 2026April 8, 2026

The answer, of course, is that it depends. But the Cloud Native Computing Foundation (CNCF) announced some major steps forward toward this goal at the KubeCom Europe conference last week in Amsterdam. This was the biggest KubeCon ever with about 13,500 attendees, representing an 8% growth over last year, reflecting CNCF’s extraordinary success in establishing… … continue reading

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Newswire

groundcover Brings AI-Native Observability to Production Analysis
ByITOps Times Newswire March 24, 2026March 24, 2026

SAN FRANCISCO — groundcover, the observability platform for modern architectures, today announced the general availability of groundcover AI Mode, a native AI capability designed to help engineering teams investigate production incidents and analyze infrastructure behavior directly inside their own cloud environments. AI Mode runs natively within the customer’s own AWS infrastructure via Amazon Bedrock, ensuring… … continue reading

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Latest News

Lightrun Launches AI SRE With Live Dynamic Runtime Context
ByDavid Rubinstein February 25, 2026February 17, 2026

The reliability of software has grown as an issue with the massive adoption of AI agents and code assistants, moving developers from coding to issue remediation and the development bottleneck to runtime. Lightrun, a leader in software reliability, today announced a real-time AI SRE built on live runtime context, allowing AI agents and engineering teams… … continue reading

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Newswire

Userful’s Infinity Platform Achieves Breakthroughs in Security, Operational Awareness, and Response
ByITOps Times Newswire January 26, 2026

Userful, creators of a software-defined platform for enterprise-wide operational awareness and response, today announced unification of observability, security, visualization, and critical event management into a single operational command layer, bringing together more than $60 billion in addressable market under one software-defined umbrella. Built on its Infinity Platform’s quad-play workflow are critical integrations and features enabled… … continue reading

Read More Userful’s Infinity Platform Achieves Breakthroughs in Security, Operational Awareness, and Response
Latest News | Opinion

IT Operations and Management predictions for 2026
ByDavid Rubinstein December 23, 2025December 22, 2025

Advancements in artificial intelligence in 2025 marked a seismic shift in how organizations can use the tools to automate IT processes, predict network interruptions and identify and remediate issues that could lead to poor performance, or worse, cybersecurity breaches. This article includes the thoughts of industry leaders as to what we might expect moving into… … continue reading

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Newswire

Palo Alto Networks to Acquire Chronosphere, Next-Gen Observability Leader, for the AI Era
ByITOps Times Newswire November 19, 2025

Cybersecurity provider Palo Alto Networks today announced it has entered into a definitive agreement to acquire observability platform provider Chronosphere for $3.35 billion in cash and equity, subject to changes in the deal’s value. The deal enhances Palo Alto Networks’ ability to help organizations build a unified data and security fouhdation required for today’s applications… … continue reading

Read More Palo Alto Networks to Acquire Chronosphere, Next-Gen Observability Leader, for the AI Era
Latest News

Why Network Observability Must Start Outside the Data Center
ByDavid Rubinstein November 18, 2025

Most organizations with network operations today believe they have a good handle on network observability—they’ve progressed past legacy tools and have excellent data collection within the four walls of their data center. They are masters of packets, latency, faults, and performance logs for their internal, managed infrastructure. Yet, when you ask them to assess their… … continue reading

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Latest News

Groundcover launches observability solution for LLMs and agents
ByJenna Barron August 19, 2025

The eBPF-based observability provider groundcover today announced an observability solution specifically for monitoring LLMs and agents. It captures every interaction with LLM providers like OpenAI and Anthropic, including prompts, completions, latency, token usage, errors, and reasoning paths. According to groundcover, while LLMs can offer many benefits, they also introduce a lot of negatives: performance volatility,… … continue reading

Read More Groundcover launches observability solution for LLMs and agents
Latest News

Grafana launches preview of AI assistant that works across all of Grafana Cloud
ByJenna Barron August 15, 2025

Grafana Labs announced a public preview of Grafana Assistant, an AI assistant that IT teams can use to interact with logs, metrics, and traces in a conversational manner. It is available in all parts of Grafana Cloud, and sees the context of what is on the page so that it can give specific, context-aware answers…. … continue reading

Read More Grafana launches preview of AI assistant that works across all of Grafana Cloud

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