The CIO's guide to skills-based workforce planning
As rapid advancements in AI and cybersecurity create a widening gap between IT headcount and necessary expertise, traditional, role-based workforce planning is becoming obsolete. T…
Latest SRE & DevOps Articles
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From data access to data empowerment: why AI changes the data product equation
Many organizations struggle to derive value from data because their existing datasets are not designed for practical use, leading to inefficient, manual preparation processes. To b…
6 best open source workflow engines for 2026
Open-source workflow engines are evolving from simple automation scripts into sophisticated platforms capable of orchestrating complex IT processes involving humans, microservices,…
Cisco Cloud Control unites AgenticOps for IT infrastructure
At Cisco Live 2026, Cisco introduced Cisco Cloud Control, a new software framework designed to orchestrate AI agents for infrastructure management, a concept known as "AgenticOps."…
What’s new in Dynatrace SaaS version 1.340
The Dynatrace SaaS 1.340 release introduces advanced Cost Intelligence tools designed to help users proactively understand, predict, and optimize their usage costs through actionab…
OneAgent release notes version 1.339
Dynatrace OneAgent version 1.339 introduces significant enhancements to AI observability, specifically adding automatic instrumentation for Python GenAI frameworks such as OpenAI, …
How LivePerson optimized Logstash and Kafka performance on GCP through benchmarking
LivePerson’s observability team optimized their high-volume logging pipeline by benchmarking various GCP machine types, discovering that switching to the `n4d-standard-2` instance …
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Protecting critical infrastructure in the AI era: It starts with data
As AI-powered threats become more sophisticated, protecting critical infrastructure requires moving away from fragmented legacy systems toward a unified, data-driven security found…
The essential Elastic 2026 wrap-up for Microsoft Build attendees and Azure developers
In 2026, Elastic introduced major advancements in AI and observability, including multimodal indexing for text, images, and audio through the Elastic Inference Service and new MCP …
From single pull requests to full software packages: Detecting malicious code at scale
The article describes the expansion of BewAIre, an LLM-based security system, from analyzing pull requests to scanning entire dependency packages for malicious code. The updated sy…
The silent network killer: Preventing Azure SNAT exhaustion with Dynatrace
SNAT exhaustion in Azure is a networking failure that often masquerades as an application bug, causing intermittent service timeouts that are difficult to diagnose. Dynatrace’s Azu…
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Tempo 3.0 release: a new architecture for scale and lower TCO, TraceQL metrics GA, and more
This article explains how to create highly accurate load tests by leveraging production telemetry data within Grafana Cloud k6. By using real-world metrics to simulate actual traff…