gogoai.dev — News & Blogs

Smarter onboarding and planning with Grafana Assistant: How to ensure observability is baked in from the start

Mon, 27 Jul 2026 15:47:34 GMT

It's Monday afternoon and that feature you've been working on is mostly done. There's just one item still sitting untouched at the bottom of the ticket: "Add monitoring."

You know you should…

Dynatrace’s new agents can reveal the single hardest part of AI operations

Mon, 27 Jul 2026 13:00:00 GMT

Observability platform company Dynatrace announced a set of advancements to its Dynatrace Intelligence service on Monday that aim to take The post Dynatrace’s new agents can reveal the single hardest…

Explore what's next in agentic operations: Introducing AI Week

Mon, 27 Jul 2026 12:16:22 GMT

Observability has traditionally been tacked on after your code hits production, but with agentic operations on the rise, that's no longer sustainable.

Agents have dramatically increased the…

Federating clusters for zero-downtime Kubernetes

Mon, 27 Jul 2026 11:00:00 GMT

Every multi-region setup eventually meets the same awkward moment: a whole cluster goes away, and the identical copy of your service running two regions over might as well not exist, because nothing…

5 ways SRE AI agents are set to augment human capabilities

Sun, 26 Jul 2026 14:00:00 GMT

In digital operations management, AI agents give organizations a competitive edge by reducing incident volume and accelerating recovery. The potential The post 5 ways SRE AI agents are set to augment…

What really happened in the Hugging Face breach

Fri, 24 Jul 2026 16:20:24 GMT

According to OpenAI, the Hugging Face security breach was an “unprecedented cyber incident, involving state-of-the-art cyber capabilities.” Critics may disagree. Back The post What really happened in…

My LFX mentorship journey with kgateway

Fri, 24 Jul 2026 11:00:00 GMT

Open source has been a defining part of my career for many years. As an engineer working in the cloud native ecosystem, I have spent the last five years building and contributing to technologies arou…

OpenTelemetry has graduated… Now what?

Fri, 24 Jul 2026 11:00:00 GMT

In case you missed it: OpenTelemetry (OTel) has officially achieved CNCF graduated status! It now stands proudly alongside amazing open source projects such as Kubernetes and Prometheus, to name just…

Launch of the AI Infra SIG under the CNCF Japan chapter: First meetup and call for speakers

Fri, 24 Jul 2026 00:05:00 GMT

Japanese article follows English one. As we all know, AI is advancing from generative AI to agents, driving growing demand for scalable, efficient infrastructure. Kubernetes and the broader Cloud Nat…

A new allowlists design for Grafana Cloud IP addresses: What you need to know

Thu, 23 Jul 2026 19:22:13 GMT

If your network restricts inbound or outbound traffic, you likely maintain an allowlist of G…

How to monitor your Supabase projects: connect Grafana Cloud in one click

Thu, 23 Jul 2026 14:10:08 GMT

As AI agents accelerate software development and spin up applications at scale, visibility into what's happening behind the scenes, including query performance and database health, has never been…

Sustaining OpenTelemetry: What a 10-week contributor cohort actually looks like

Thu, 23 Jul 2026 13:00:00 GMT

A follow-up to our earlier post: “Sustaining OpenTelemetry: Moving from Dependency Management to Stewardship” *** In April 2026, the Cloud Native Computing Foundation (CNCF), the OpenTelemetry (OTel)…

When Kubeflow meets Cilium: Debugging 60% idle GPUs in Kubernetes

Thu, 23 Jul 2026 11:33:00 GMT

The symptom that made no sense The first time we saw it, we didn’t trust the dashboard. A distributed training job was scheduled and healthy — every pod was running, no crashes, no OOMKills, nothing…

The future of AI is community driven and open

Thu, 23 Jul 2026 08:56:53 GMT

Kubernetes has become the de facto operating system for AI. In CNCF’s 2025 Annual Cloud Native Survey, 82% of container users now run Kubernetes in production, and 66% of organizations hosting genera…

Terraform introduces workspaces and Stacks restore, and more

Wed, 22 Jul 2026 17:00:00 GMT

HCP Terraform and Terraform Enterprise boost resiliency, governance, and scalability, helping platform teams manage infrastructure and deliver faster at scale.

Confidential Containers becomes a CNCF incubating project

Wed, 22 Jul 2026 16:00:00 GMT

The CNCF Technical Oversight Committee (TOC) has voted to accept Confidential Containers as a CNCF incubating project. About Confidential Containers Confidential Containers addresses the need to prot…

Cost attribution in Grafana Cloud: Manage spend across observability and testing workflows

Wed, 22 Jul 2026 15:27:07 GMT

Knowing what you're spending on observability is useful. Knowing which team, service, or project is driving that spend is what actually lets you act on that information.

Cost attribution is…

Multi-Cluster databases on Kubernetes: Architecture and deployment

Wed, 22 Jul 2026 11:42:00 GMT

Introduction Running a database on Kubernetes is well understood. Running one that survives a complete regional failure, a corrupted control plane, or a severed network requires a fault-resistant arc…

I made a policy engine think it was in production

Wed, 22 Jul 2026 11:00:00 GMT

Kyverno is a Kubernetes-native policy engine that validates, mutates, and generates resources before workloads reach your cluster, enforcing security and compliance rules as code, without requiring a…

Terraform Stacks, explained

Tue, 21 Jul 2026 19:00:00 GMT

Terraform Stacks simplify provisioning and managing resources at scale, reducing the time and overhead of managing infrastructure.

Kubernetes made deploying easy. Nobody warned you about the databases.

Tue, 21 Jul 2026 15:00:00 GMT

The DevOps movement, set in motion nearly 20 years ago, broke down the traditional divide between software developers and IT The post Kubernetes made deploying easy. Nobody warned you about the datab…

Platform engineering for the agentic enterprise: Managing applications, resources, and AI agents

Tue, 21 Jul 2026 11:00:00 GMT

Platform engineering is evolving Platform engineering has become one of the defining disciplines of the cloud native era. As organizations embraced Kubernetes, microservices, GitOps, and distributed…

Why your agent needs access to your documentation

Tue, 21 Jul 2026 11:00:00 GMT

What 1,192 agent conversations taught us about knowledge base search A few months ago we shipped an agent inside our own product. It lives in our web app and lets users ask questions about their depl…

Beyond performance monitoring: Understand the user experience with Grafana Cloud Frontend Observability

Mon, 20 Jul 2026 16:00:44 GMT

You've optimized your Largest Contentful Paint

ArgoCon Japan 2026: Meeting the Maintainers, enterprise insights, and the road to Argo CD 3.5

Mon, 20 Jul 2026 12:34:00 GMT

A special half-day ArgoCon Japan (1:30pm – 6:30pm) will be held July 28, 2026 in Yokohama, Japan as a colocated event with KubeCon + CloudNativeCon. This is a chance to hear from and meet both end...

Why goodput matters more than throughput for LLM serving

Mon, 20 Jul 2026 11:00:00 GMT

When we benchmark an LLM serving setup, the number almost everyone reaches for first is throughput: how many requests per second the system can push through. It is easy to measure, easy to compare, a…

Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitoring agent

Sun, 19 Jul 2026 13:00:00 GMT

When you run Kubernetes at the scale we do on Amazon EKS, nodes break constantly. GPUs fall off the PCIe The post Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitorin…

The bottleneck for AI agents isn’t the model anymore. It’s the context layer.

Sat, 18 Jul 2026 15:00:00 GMT

There’s a pattern I’ve watched repeat for two years. A team builds an agent, hits reliability problems, upgrades the model, The post The bottleneck for AI agents isn’t the model anymore. It’s the con…

Platform engineering’s new job: serving environments at agent speed

Sat, 18 Jul 2026 14:00:00 GMT

Platform engineering has won the argument. Some 90% of organizations have adopted at least one internal platform; golden paths are The post Platform engineering’s new job: serving environments at age…

From intent to enforcement: Lessons from operating Kubernetes controllers at scale

Fri, 17 Jul 2026 12:00:00 GMT

Kubernetes controllers are what make the platform’s declarative model real. They observe the state, reconcile toward the intent, and keep The post From intent to enforcement: Lessons from operating K…

Flipkart and LitmusChaos at KubeCon + CloudNativeCon India 2026: A recap

Fri, 17 Jul 2026 11:00:00 GMT

KubeCon + CloudNativeCon India 2026 brought the cloud native community to Mumbai on June 18-19. For LitmusChaos, this was not just another conference. It was one of our most significant events to dat…

ObservabilityCON 2026: Register today and preview this year's agenda

Thu, 16 Jul 2026 17:01:51 GMT

This fall, prepare to leave your heart in San Francisco.

Registration is officially open for ObservabilityCON 2026 Grafana Labs has been named a Leader in the Gartner® Magic Quadrant™ for Observability Platf…

HAMi becomes a CNCF incubating project

Wed, 15 Jul 2026 16:00:00 GMT

The CNCF Technical Oversight Committee (TOC) has voted to accept HAMi as a CNCF incubating project. About HAMi Modern AI infrastructure teams run into the same problem over and over: expensive GPUs o…

On-prem DBaaS in 2026: Platforms, standards, and gaps

Wed, 15 Jul 2026 11:00:00 GMT

For application teams, databases should feel like a solved problem. A team needs PostgreSQL, MariaDB, Redis, or another data service, submits a request, receives credentials, and starts building. In…

KeycloakCon Japan 2026: Navigating cloud native identity and the AI frontier

Tue, 14 Jul 2026 21:34:55 GMT

The countdown is officially on. In just a few weeks, the cloud-native ecosystem meets in Yokohama for KubeCon + CloudNativeCon Japan 2026. Taking place on Tuesday, July 28 from 09:00 – 12:30, Keycloa…

Stop switching tools to find answers: Grafana Assistant now works across 30+ data sources

Tue, 14 Jul 2026 18:47:36 GMT

When you're the on-call engineer and something breaks, you can quickly find yourself deep in a series of tools you don't regularly use—switching tabs, copying query results, and manually stitching…

Building a Custom Metrics Exporter for Kubernetes

Tue, 14 Jul 2026 18:00:00 GMT

Kubernetes ships with built-in awareness of CPU and memory, but most real-world scaling decisions depend on signals that live entirely outside that narrow window: how many messages are waiting in…

Automated Incident Remediation with AWS DevOps Agent and Kiro CLI

Tue, 14 Jul 2026 13:17:42 GMT

Introduction Automated incident remediation – turning investigation findings into deployed fixes without manual toil – is the next frontier for operations teams running distributed workloads on AWS.…

Is a Pod the right deployment unit for an AI agent?

Tue, 14 Jul 2026 11:20:00 GMT

When we first started building kagent, we didn’t run every agent in its own Kubernetes Pod, Service, and ServiceAccount. Instead, agents were simply executed inside the kagent runtime. It was the sim…

Operating AI/ML Workloads on Kubernetes: A Headlamp Plugin for Kubeflow

Mon, 13 Jul 2026 20:00:00 GMT

Kubernetes has quietly become the default platform for AI and machine learning. Whether you run notebook servers for data scientists, schedule distributed training jobs, tune hyperparameters, or o…

Kubernetes Dashboard to Headlamp: A Step-by-Step Guide

Mon, 13 Jul 2026 18:00:00 GMT