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by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! We heard many stories about difficulties related to data access and basic data processing. Get started at metaflow.org. mainly because of mundane reasons related to software engineering.
These are just a few of the open-source technologies you may encounter as you research observability solutions for managing complex multicloud IT environments and the services that run on them. Of these open-source observability tools, one stands out. Source: OpenTelemetry Documentation. Dynatrace news.
Kubernetes is a widely used opensource system for container orchestration. However, due to the fact that they boil down selected indicators to single values and track error budget levels, they also offer a suitable way to monitor optimization processes while aligning on single values to meet overall goals.
SVT-AV1: open-source AV1 encoder and decoder by Andrey Norkin , Joel Sole , Mariana Afonso , Kyle Swanson, Agata Opalach , Anush Moorthy , Anne Aaron SVT-AV1 is an open-source AV1 codec implementation hosted on GitHub [link] under a BSD + patent license.
OpenTelemetry Astronomy Shop is a demo application created by the OpenTelemetry community to showcase the features and capabilities of the popular open-source OpenTelemetry observability standard. You can find additional deployment options in the OpenTelemetry demo documentation.
by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! We heard many stories about difficulties related to data access and basic data processing. Get started at metaflow.org. mainly because of mundane reasons related to software engineering.
Organizations worldwide are adopting open-source software to drive technological innovations. Testers look beyond the obvious benefit of cost while embracing open-source test automation tools. The reliability, transparency, flexibility are added benefits of choosing an open-source test automation tool.
The use of opensource databases has increased steadily in recent years. Past trepidation — about perceived vulnerabilities and performance issues — has faded as decision makers realize what an “opensource database” really is and what it offers. What is an opensource database?
Many organizations are turning to opensource solutions to streamline their operations and reduce costs. Opensource migration can be a game-changer, offering flexibility, scalability, and cost-effectiveness. Below, we’ll explore the common pitfalls of opensource migration and provide insights on how to avoid them.
Migrating a proprietary database to opensource is a major decision that can significantly affect your organization. It’s a complex process involving various factors and meticulous planning. Flexibility and scalability Opensource databases provide much greater flexibility regarding customization and configuration.
Open-source software drives a vibrant Kubernetes ecosystem. Opensource software drives a vibrant Kubernetes ecosystem. Across all categories in the Kubernetes survey, opensource projects rank among the most frequently used solutions. Dynatrace’s investment in opensource technologies keeps growing.
Consider these examples from the updated documentation: You can choose the right level of runtime configurability versus fixed deployments by mixing Parameters and Configs. Take a look at two interesting examples of this pattern in the documentation. Try it athome It couldnt be easier to get started with Configs!Just
See the primary sources “ REALM: Retrieval-Augmented Language Model Pre-Training ” by Kelvin Guu, et al., Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain. Split each document into chunks. While the overall process may be more complicated in practice, this is the gist.
The Apache Struts CVE-2024-53677 vulnerability Apache Struts is a popular open-source framework for dynamic web applications with Java. To handle the challenging and time-consuming process of collecting, processing, and analyzing this information, we automated it with an LLM-based multi-agent framework.
Simplified image management with our Harbor and Jenkins integration We’re excited to introduce our latest setup, aimed at streamlining the process of pushing images to Harbor. The setup can be further distributed to multiple other registries, like ECR or Azure/Google container registries.
On top of that, our CNCF OpenSource project, Keptn , brings cloud automation use cases around progressive delivery and operations to our users enabling our Dynatrace customers to establish a NoOps culture like we have at Dynatrace engineering. We also enabled Dynatrace’s Kubernetes monitoring via the documented ActiveGate approach.
RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. RabbitMQ follows a message broker model with advanced routing, while Kafkas event streaming architecture uses partitioned logs for distributed processing. What is RabbitMQ?
We’re equally convinced on both counts, but in this blog article, we’re focusing on why MongoDB is not opensource. Let’s start with this: MongoDB is accurately referred to as source-available software. To be clear, we are rock-solid in our stance that MongoDB is not opensource.
Today, development teams suffer from a lack of automation for time-consuming tasks, the absence of standardization due to an overabundance of tool options, and insufficiently mature DevSecOps processes. This process begins when the developer merges a code change and ends when it is running in a production environment.
Deploying software in Kubernetes is often viewed as a straightforward process—just use kubectl or a GitOps solution like ArgoCD to deploy a YAML file, and you’re all set, right? Unfortunately, Kubernetes deployments can be fraught with challenges beyond the surface level.
Here we present a list of 10 open-source Kubernetes tools to make your SRE and Ops teams more effective to achieve their service level objectives. auto-completion of commands, auto-suggestions, in-line documentation. everything between nodes and processes including deployments, services, replica sets, pods, and containers.
The risk of impact from an existing known vulnerability also depends on whether certain processes are using the vulnerable parts of a software component. Vulnerable function monitoring Tracking vulnerable opensource software components efficiently is one of the most important pillars of managing attack surfaces.
OpenTelemetry is an exciting opensource observability standard that provides a common collection of tools, APIs, and SDKs to help collect observability signals. You can ingest OpenTelemetry data in two ways: using Dynatrace OneAgent technology or using OpenTelemetry Protocol (OTLP), which relies exclusively on opensource technology.
Modern observability and security require comprehensive access to your hosts, processes, services, and applications to monitor system performance, conduct live debugging, and ensure application security protection. It automatically discovers and monitors each host’s applications, services, processes, and infrastructure components.
Organizations are shifting towards cloud-native stacks where existing application security approaches can’t keep up with the speed and variability of modern development processes. The latest enhancement enables our customers to automatically detect and assess open-source and third-party vulnerabilities in Node.js
Open-source software development has grown increasingly popular over the last two decades. Popular OS like Linux and Android; Browsers like Firefox and Chrome; Programming languages like Python and JavaScript; Automation tools like Selenium and Appium; are all Open-Source. Startups are generally budget-challenged.
IT operations analytics is the process of unifying, storing, and contextually analyzing operational data to understand the health of applications, infrastructure, and environments and streamline everyday operations. ITOA automates repetitive cloud operations tasks and streamlines the flow of analytics into decision-making processes.
At the same time, cloud-native technologies and open-source software have introduced a new level of speed and complexity. To reduce their backlogs, some companies focus on the most popular open-source components, and some only address vulnerabilities that appear after a certain date. Dynatrace news.
OpenTelemetry is an opensource observability project that encompasses a set of APIs, libraries, agents, and instrumentation standards. Using OpenTelemetry, developers can collect and process telemetry data from applications, services, and systems. What is OpenTelemetry? Interoperability and vendor neutrality.
In December Dynatrace announced Keptn , an open-source pluggable control plane enabling autonomous software delivery and operations for cloud-native applications. Keptn follows a declarative approach that eliminates the need for putting processes into scripts. Keptns Documentation. Got Feedback? Got Questions?
Logs include critical information that can’t be found elsewhere, like details on transactions, processes, users, and environment changes. This automated approach avoids any manual configuration of tracers or agents and the need to restart processes. Uniquely, Dynatrace also provides connections to the processes that handle each call.
Kubernetes is an open-source orchestration engine for containerized applications that help to automate processes such as scaling, deployments, and management with greater efficiency. . Open Dynatrace in your browser and go to Infrastructure > Kubernetes and select Connect manually. What is Kubernetes?
To remain flexible in observing all technologies used in their organization, some companies choose open-source solutions, which allow them to stay vendor-neutral. You can find all the details and sample code in our documentation. To learn more, see our documentation. Dynatrace news. This enables deep explorative analysis.
ScyllaDB is an open-source distributed NoSQL data store, reimplemented from the popular Apache Cassandra database. ScyllaDB offers significantly lower latency which allows you to process a high volume of data with minimal delay. This number is more inline with our recent 2019 OpenSource Database Trends Report where 56.9%
To ensure consistent progress in app development, it’s crucial to stay updated and integrate these innovations into your development process. The Dynatrace SwiftUI instrumentor adds additional code to the project source code (*.swift swift files) during the build process in order to enable the auto-capture of UI elements.
The SEC cybersecurity mandate states that starting December 15 th , all public organizations are required to annually describe their processes for assessing, identifying, and managing material risks from any cybersecurity threats on a Form 10-K. Additionally, ensure they are aware of each of their roles and responsibility during the process.
DevOps enables developers to rapidly and frequently release new features and services by using continuous integration and continuous delivery (CI/CD) , suites of collaboration tools, and version control practices, most often with the opensource Git software at its core. GitOps also requires extensive approvals for any development.
Avoid lock-in with open-source technologies. The platform automatically manages all the computing resources required in those processes, freeing up DevOps teams to focus on developing and delivering features and functions. GCF also has relevance in IoT and file processing tasks. How Google Cloud Functions works.
Elasticsearch Integration Elasticsearch is one of the best and widely adopted distributed, opensource search and analytics engines for all types of data, including textual, numerical, geospatial, structured or unstructured data. Mapping is used to define how documents and their fields are supposed to be stored and indexed.
Everything is open-sourced on GitHub so it’s transparent and safe for you to use. For details, see Log viewer documentation. Before migrating to the new Log Monitoring, we recommend that you familiarize yourself with the migration process. Check out our documentation on enabling Log Monitoring for Azure.
To learn more, visit the DQL guide documentation. Set up alerts for suspicious user activity Being able to explore logs in-depth is very helpful to perform forensic analysis, however, customers really want to get alerted if suspicious activity is going on as soon as logs are processed* by Dynatrace.
By Kevin Glisson, Marc Vilanova, Forest Monsen Netflix is pleased to announce the open-source release of our crisis management orchestration framework: Dispatch! Resources are documents, screenshots, logs or any other piece of digital information that is used during an incident. Create Incident Document? —?The
ConsoleMe: A Central Control Plane for AWS Permissions and Access By Curtis Castrapel , Patrick Sanders , and Hee Won Kim At AWS re:Invent 2020, we opensourced two new tools for managing multi-account AWS permissions and access. This process is manual, time-consuming, inconsistent, and often a game of trial and error.
To date, some customers have used opensource or community-backed components to forward logs from S3 to Dynatrace. Service providers such as Akamai , Fastly , Netlify , opensource tools like Apache Airflow, and many others have built-in log delivery integration with S3.
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