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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! A key observation was that most of our data scientists had nothing against writing Python code. The steps can be arbitrary Python code. Get started at metaflow.org.
By Paul Bakker and Kavitha Srinivasan , Images by David Simmer , Edited by Greg Burrell Netflix has developed a Domain Graph Service (DGS) framework and it is now opensource. There are two different approaches to GraphQL development; schema-first and code-first development. The code in your service only implements this schema.
Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more.
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.
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. The unit tests are built on the Google Test framework.
Learning Resources: Are there tutorials, guides, and comprehensive documentation available for the tool? Licensing, Security, and Support Free vs. Paid: Is the tool free, open-source, or does it require a license or subscription? Opensource with a thriving third-party dependency development ecosystem.
A natural solution is to make flows configurable using configuration files, so variants can be defined without changing the code. Unlike parameters, configs can be used more widely in your flow code, particularly, they can be used in step or flow level decorators as well as to set defaults for parameters.
Amazon Bedrock , equipped with Dynatrace Davis AI and LLM observability , gives you end-to-end insight into the Generative AI stack, from code-level visibility and performance metrics to GenAI-specific guardrails. Any error codes or guardrail triggers. Distributed Tracing overview of an Amazon Bedrock request with LangChain.
by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! A key observation was that most of our data scientists had nothing against writing Python code. The steps can be arbitrary Python code. Get started at metaflow.org.
Introducing Percona Everest Percona, a leading provider of opensource database software and services, is thrilled to unveil Percona Everest, an innovative, opensource, private Database as a Service (DBaaS) solution. More We encourage you to visit the documentation page to understand more about Percona Everest.
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?
Percona is dedicated to opensource software. But recently, opensource software has come under attack. Once opensource software is being locked away by changing licenses and code that you depended on. You could not compile from scratch as the code was proprietary and could not be shared.
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.
Monetize Open-Source Software With Gatsby Functions And Stripe. Monetize Open-Source Software With Gatsby Functions And Stripe. In this article, I’ll be explaining how I’ve used Gatsby Functions and the Stripe API to enable secure “Pay what you want” contributions that help fund my open-source project MDX Embed.
At Dynatrace we believe that monitoring and performance should both be automated processes that can be treated as code without the need for any manual intervention. And, applying the “Everything as Code” principles can greatly help achieve that. Treating these different processes as code will ensure that best practices are followed.
Migrating a proprietary database to opensource is a major decision that can significantly affect your organization. Advantages of migrating to opensource For many reasons mentioned earlier, organizations are increasingly shifting towards opensource databases for their data management needs.
OpenLLMetry, an opensource SDK built on OpenTelemetry, offers standardized data collection for AI Model observability. The opensource OpenLLMetry SDK, built atop OpenTelemetry, enables thorough insights into your Large Language Model (LLM) applications. Maintained under the Apache 2.0
So the HammerDB project is opensource. When you install it you accept the license agreement and once installed there is a file called LICENSE headed GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 – so you know that the code is opensource under GPLv3. But what about documentation?
This vulnerability, published as CVE-2024-53677 on December 11, 2024, affects the file upload mechanism, allowing for path traversal and potential remote code execution. In our latest research, we analyzed social media, blogs, and other online sources to identify early indicators of such vulnerabilities.
Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more.
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.
Similar to the observability desired for a request being processed by your digital services, it’s necessary to comprehend the metrics, traces, logs, and events associated with a code change from development through to production. Code : The branch for the new feature in a GitHub repository is merged into the main branch.
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. One more embellishment is to use a graph neural network (GNN) trained on the documents.
Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more.
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.
Injecting monitoring code into your applications without manual configuration ensures continuous and comprehensive monitoring and security. Dependency reduction : OneAgent development teams minimize the use of third-party or opensource dependencies. For complete details about Dynatrace OneAgent, go to Dynatrace Documentation.
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.
To remain flexible in observing all technologies used in their organization, some companies choose open-source solutions, which allow them to stay vendor-neutral. One of these solutions is Micrometer which provides 17+ pre-instrumented JVM-based frameworks for data collection and enables instrumentation code with a vendor-neutral API.
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. With Stern, the result is color-coded for quicker debugging. Kube-ops-view. Related tools. Telepresence.
In this article, we’ll explore these challenges in detail and introduce Keptn, an opensource project that addresses these issues, enhancing Kubernetes observability for smoother and more efficient deployments. Performance degradation Deploying new versions of applications can sometimes lead to unexpected performance degradation.
With PurePath ® distributed tracing and analysis technology at the code level, Dynatrace already provides the deepest possible insights into every transaction. In addition, Dynatrace offers an open-source approach to the contextualization of log entries and distributed traces as well via OpenTelemetry. How to get started.
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.
At the moment we auto-capture various types of user interactions, including Clickables Toggleables Swipeables Sliders For complete details about Jetpack Compose UI components and user action support, go to User action monitoring for Jetpack Compose documentation. This is especially true when it comes to providing proper names and context.
Binary Javascript Object Notation (BSON) is a binary-encoded serialization of JSON documents. To read the content of a BSON document, you have to convert it to a human-readable format like JSON. Through this blog post, you will learn how to convert a BSON document to JSON.
In cloud-native application stacks, everything is code. The latest enhancement enables our customers to automatically detect and assess open-source and third-party vulnerabilities in Node.js and Java workloads are automatically detected at runtime along the entire dependency tree of open-source and third-party libraries.
OpenTelemetry is an opensource observability project that encompasses a set of APIs, libraries, agents, and instrumentation standards. Instrumentation involves adding code to your application to collect this tracking information, akin to installing security cameras in a store to monitor customer movement and behavior.
This new service is a step forward to enhance the user experience with code-driven automation of Kubernetes EKS and the Dynatrace Intelligent Observability Platform. Customers can use EKS Blueprint to quickly and easily bundle a series of opensource services when deploying the EKS infrastructure to Amazon Web Services.?EKS
This information specifies which function in the sourcecode relates to a vulnerability. Vulnerable function monitoring Tracking vulnerable opensource software components efficiently is one of the most important pillars of managing attack surfaces.
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.
We’re thrilled to announce the launch of Testsigma Community Edition , the first ever opensource test automation platform that works out of the box for web and mobile apps, and APIs. Automation actions include methods and utilities like string functions, QR code readers, etc. You can check out our complete list of add-ons here.
The open-source movement has become the most talked-about topic in the tech industry for the past two decades. We see a huge demand, inclination, and adoption of open-source software by organizations as well as software workers. In this article, I have condensed my thoughts on OpenSource for Testers.
Therefore, we implemented Dynatrace in almost all major applications for our customers to gain visibility from end-user to code-level and to reduce time with problem fixing and pro-active scalability optimizations by using Dynatrace’s AI-based root cause analysis. Our customers usually involve us 2-4 weeks before the production release.
In recent years, function-as-a-service (FaaS) platforms such as Google Cloud Functions (GCF) have gained popularity as an easy way to run code in a highly available, fault-tolerant serverless environment. Avoid lock-in with open-source technologies. Dynatrace news. How Google Cloud Functions works.
Prometheus alerting is great for small environments Usually, teams turn to opensource tools like Prometheus and Alertmanager to set up alerting. Going forward, you will even be able to use our monitoring-as-code approach to configure alerts in a GitOps fashion. For complete details on this feature, see Dynatrace Documentation.
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