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Design Principle in Software Development
One important design principle in software development is DRY – Don’t Repeat Yourself. However, when DRY is applied to test code, it can cause the test suite to become brittle — difficult to understand, maintain, and change. In this article, I will present some indications that a test suite is brittle, guidelines to follow when reducing duplication in tests, and better ways to DRY up tests. Lily Mara, Hunter Laine walk through the design of a system, its performance characteristics, and how they scaled it.
Neha Narkhede discusses a vision for fraud and risk management that leverages the advancements in generative AI. In this podcast Shane Hastie, Lead Editor for Culture & Methods spoke to Dannielle Pearson about the importance of critical thinking in technology.
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Trending Topics in Software Development
At QCon London, Rachael Greaves, chief executive officer at Castle Systems, presented both the obligations and benefits of data minimisation as a mechanism to decrease the impact of data breaches. AI autoclassification and automatic decision-making tools help with the ever-increasing data volumes as long as ethical principles are considered, allowing decisions to be challenged.
Behind every InfoQ Dev Summit and QCon software development conference is a collective of distinguished senior software practitioners who carefully curate the topics based on the crucial trends and essential best practices you need to know about.
Stability AI recently released Stable Video 3D (SV3D), an AI model that can generate 3D mesh object models from a single 2D image. SV3D is based on the Stable Video Diffusion model and produces state-of-the-art results on 3D object generation benchmarks.
AWS announced the availability of the Mistral Large Foundation Model on Amazon Bedrock during the recent AWS Paris Summit. This announcement comes days after the release of Mistral AI Models on Amazon Bedrock.
This week's Java roundup for April 15th, 2024, features news highlighting: the second milestone release of Jakarta EE 11; Stream Gathers (Second Preview) and Vector API (Eighth Incubator) targeted for JDK 23; the first release candidate of Spring Boot 3.3.0; the first alpha release of Hibernate 7.0.0; and the fifth milestone release of GlassFish 8.0.0.
Yelp reworked its data streaming architecture by employing Apache Beam and Apache Flink.
Chronon, Airbnb's platform which creates the infrastructure required to transform raw data into ML-ready features, is now open source. As Airbnb ML infrastructure engineer Varant Zanoyan explains, Chronon supports a variety of data sources and aims to provide low-latency streaming.
At the Google Cloud Next 2024 event, Google announced the launch of Vertex AI Agent Builder, the public preview of Google's most advanced generative AI model, Gemini 1.5 Pro, and the addition of open-source language models to the Vertex AI platform.
During his QCon London presentation, Danilo Sato, vice president of data & AI at Thoughtworks, reemphasized the importance of using domain-driven design and Team Topologies principles when implementing data products.
Google Research recently developed ScreenAI, a multimodal AI model for understanding infographics and user interfaces. ScreenAI is based on the PaLI architecture and achieves state-of-the-art performance on several tasks.
This week's Java roundup for April 8th, 2024, features news highlighting: JobRunr 7.0; introducing the Commonhaus Foundation; the April 2024 edition of Payara Platform; JEP 473, Stream Gatherers (Second Preview), and JEP 469, Vector API (Eighth Incubator), Proposed to Target for JDK 23; and Devnexus 2024.
At the QCon London 2024 conference, Félix GV from LinkedIn discussed the AI/ML platform powering the company’s products. He specifically delved into Venice DB, the NoSQL data store used for feature persistence.
At QCon London, Loubna Ben Allal discussed Large Language Models (LLMs) for code. She discussed the lifecycle of code completion models, which consists of pre-training on vast codebases and finetuning and continuous adaptation.
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