Rather than replacing other technology, vector databases have emerged as solution to new cases for which no other tool exists. To help users get up and running, this...
Open source is a collaborative development model, offering a powerful alternative to traditional, closed-source software. Migrating to open source presents a wealth...
With DevSecOps, teams can elevate their security standards while following DevOps principles.
In this Refcard, readers will learn about the govern > find > fix > prevent framework, key techniques for implementing the DevSecOps methodology to secure cloud environments effectively, the "Three Ways" of security, and the "Five Ideals" to frame security initiatives. Also included is a simple DevSecOps checklist with criteria to help guide users in setting up a DevSecOps strategy.
Rather than replacing other technology, vector databases have emerged as solution to new cases for which no other tool exists. To help users get up and running, this Refcard covers vector database key concepts, underlying principles, and common use cases. Following, readers will walk step by step through vector database setup, data preparation, collection creation, querying, and output — all using a practical retail scenario supplemented with code examples for ease of use.
Open source is a collaborative development model, offering a powerful alternative to traditional, closed-source software. Migrating to open source presents a wealth of benefits, from significant cost savings and enhanced security to increased flexibility and a vibrant community for support and collaboration. This Refcard delves into the key characteristics and advantages of open-source software, exploring its impact on various aspects of software development and deployment. We'll examine the benefits of cost-effectiveness, flexibility, and security offered by OSS, while also acknowledging potential challenges and best practices for responsible adoption.
Document-oriented NoSQL database MongoDB offers users a flexible schema design and rich query language as well as supports client drivers in multiple programming languages. Whether you're migrating to MongoDB or configuring it for the first time, this Refcard covers everything you need to know about setup and view options, using the shell, query and update operators, indexing, replica set maintenance, backups, user management, and much more — all accompanied by code samples and tips for success.
This Refcard aims to serve as a comprehensive quick-reference guide for PostgreSQL to help both novice and experienced users understand and leverage the crucial capabilities of PostgreSQL more efficiently. Readers will explore PostgreSQL's key features, fundamentals, common commands and functions, and other essential elements.
AI automation harnesses advanced AI techniques, including machine learning (ML) algorithms, natural language processing (NLP), and computer vision, to analyze extensive datasets. Through this process, AI applications not only process information but also construct intelligent models capable of making informed decisions based on acquired knowledge. This Refcard aims to equip practitioners with the necessary insights to navigate the complex process of building and implementing AI automations.
Large language models (LLMs) have emerged as transformative tools, unraveling the complexities of natural language understanding and paving the way for modern applications. The primary purpose of this Refcard is to provide an end-to-end understanding of LLM architecture, training methodologies, as well as applications of advanced artificial intelligence models in natural language processing. Offering an introduction and practical insights on how to navigate the intricacies of harnessing LLMs, this Refcard serves as a comprehensive guide for both novices and seasoned practitioners seeking to unlock the capabilities of these powerful language models.
Securing software supply chains has become a first-class consideration — along with coding and CI/CD pipelines — when developing a software product. Far too many vulnerabilities have been subliminally introduced into software products and resulted in catastrophic breaches for us as diligent developers to treat supply chain security as an afterthought. The core practices and principles outlined in this Refcard provide a foundation for creating secure supply chains that produce deliverables and products that others can trust.
Machine learning can save developers time and resources when implemented with patterns that have been proven successful. However, it is crucial to avoid anti-patterns that will interfere with the performance of machine learning models. This Refcard covers common machine learning challenges — such as data quality, reproducibility, and data scalability — as well as key patterns and anti-patterns, how to avoid MLOps mistakes, and strategies to detect anti-patterns.
Whether you're working with on-premise, cloud, and/or third-party integrations, the questions remain the same: What is the client or user experience you need to offer? And how do you align your integration strategy with it?
This Refcard explores fundamental patterns for authentication, polling, querying, and more, helping you assess your integration needs and approach the design, build, and maintenance of your API integrations in the most effective ways for your business case.
Low-code platforms employ visual, declarative techniques instead of traditional lines of programming, are used by both devs and non-devs, and reduce the time and effort to deliver apps and automated processes. Yet despite the definition, several tool types exist under the "low code" umbrella term: website generators, form builders, API connectors, database builders, workflow automation, and more.
In this Refcard, we introduce low-code development, how it varies from no-code development, primary use cases, platform usage, and key features.
Since the dot com boom, e-commerce has meant big business for all involved. If you are considering setting up your own e-commerce offering, there is a lot you need to consider. From SDKs and APIs to general architecture decisions, this Refcard will help you navigate those options.
