Learn the critical failure points when running LLM inference on Kubernetes, including resource constraints, operator compatibility, security, scalability, and monitoring best practices for production workloads.

#Kubernetes #LLM Inference #Dynatrace #GPU Resource Allocation #Service Mesh #Network Policies #KEDA #Triton Inference Server #Redis #Prometheus

https://dasroot.net/posts/2026/02/running-llm-inference-on-kubernetes-what-breaks-first/

Hot off the press! #Dynatrace customers and industry analysts react to the acquisition of #DevCycle this week.

The combination boosts users' direct control over software rollouts, but it's far from the only newly diversified tool available for shops looking to consolidate. https://www.techtarget.com/searchitoperations/news/366637355/Dynatrace-DevCycle-buy-continues-observability-consolidation

#Dynatrace #Snowflake #observeinc #o11y #observability #featureflagging #featuremanagement #OpenFeature #Datadog #devops #softwaredevelopment #softwaredelivery #enterprisetech #AIOps

👍 Powerful new AWS AI service: #AWS DevOps Agent is your always-on, autonomous on-call engineer. When issues arise, it automatically correlates data across your operational toolchain, from metrics and logs to recent code deployments in #GitHub or #GitLab. It identifies probable root causes and recommends targeted mitigations, helping reduce mean time to resolution. The agent also manages incident coordination, using #Slack channels for stakeholder updates and maintaining detailed investigation timelines.
To get started, you connect AWS DevOps Agent to your existing tools through the AWS Management Console. The agent works with popular services such as Amazon CloudWatch, #Datadog, #Dynatrace, #NewRelic, and #Splunk for observability data, while integrating with GitHub Actions and GitLab CI/CD to track deployments and their impact on your cloud resources. Through the bring your own (BYO) Model Context Protocol (MCP) server capability, you can also integrate additional tools such as your organization’s custom tools, specialized platforms or open source observability solutions, such as #Grafana and #Prometheus into your investigations.

The agent acts as a virtual team member and can be configured to automatically respond to incidents from your ticketing systems. It includes built-in support for ServiceNow, and through configurable webhooks, can respond to events from other incident management tools like PagerDuty. As investigations progress, the agent updates tickets and relevant Slack channels with its findings. All of this is powered by an intelligent application topology the agent builds—a comprehensive map of your system components and their interactions, including deployment history that helps identify potential deployment-related causes during investigations.

https://aws.amazon.com/blogs/aws/aws-devops-agent-helps-you-accelerate-incident-response-and-improve-system-reliability-preview/

Today in #RedHat #SRE:

* Info dump from team SME in Red Hat Observability (RHOBS) moving to another team for a new project (🫡you'll be missed, Jim!)
* Figuring out how an Access Token that route-monitor-operator (RMO) uses to create synthetic monitors was disabled in #Dynatrace 😱
* Creating a new service account and IAM policies for RMO; converting the access token scope to the IAM format
* Weekly Grooming session - new Post Mortem Review Action Item card for our team!
* New job postings!

let’s Race. But who’s this? 😅

#iamSK #ITPro #ITProfessional #ITNomad #DigitalNomad #innovateroadshowth #dynatrace
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Hey kids! Did you know that you can use the #Dynatrace #MCP Server to query #OpenTelemetry data using natural language? 🤯

'Tis true! Learn how, in my latest video in the series, "Dynatrace Can Do THAT with OpenTelemetry?"

Watch now: https://dt-url.net/hm4305l