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Datastream, a change data capture (CDC) service, connects to Salesforce, captures changes, and delivers them to BigQuery, Cloud Storage, etc.

Modules are one of the most commonly used JavaScript features because most JavaScript frameworks and libraries leverage the module feature for organization and componentization. Modules in JavaScript are probably underused—some developers even think that the import and export keywords are ReactJS features. In this article, we'll explain how to encapsulate code using the module system to make your projects cleaner. To start, let's take a look at what encapsulation is in the next section.

Unstructured text is everywhere in business: customer reviews, support tickets, call transcripts, documents. Large language models (LLMs) are transforming how we extract value from this data by running tasks from categorization to summarization and more. While AI has proved that real-time conversations in natural language are possible with LLMs, extracting insights from millions of unstructured data records using these LLMs can be a game changer. This is where batch LLM inference becomes essential.

eToro is a trailblazing social investing platform that has reshaped the way individuals engage with the stock market. In 2022, eToro acquired Bullsheet, a startup specializing in portfolio management tools designed exclusively for eToro that enable users to analyze the diversification of their portfolio. Bullsheet recently migrated services from AWS to Koyeb for its seamless deployment experience on high-performance infrastructure.

Cyber threats are becoming smarter and more dangerous every day. Traditional security systems often miss new attacks, putting companies at risk. Imagine losing your company's sensitive data overnight because of ransomware or customer information secretly stolen. These aren't rare incidents; they happen every day! The problem? Old security methods follow fixed rules and fail to recognize new cyber threats. Machine Learning (ML) solves this problem.

In today’s data-driven world, nonprofits need efficient ways to manage donor information and streamline their fundraising processes. Integrate.io’s latest feature enables organizations to extract, transform, and load data directly into the Salesforce Nonprofit Connector—specifically supporting key objects like Gift records. This advancement brings automation, accuracy, and scalability to nonprofit data operations.

Modern data platforms are the backbone of today’s data-driven enterprises. Organizations can unlock insights faster, enhance decision-making, and maintain a competitive edge by seamlessly integrating data from diverse sources—ranging from on-premises systems to cloud services and real-time streams.

Data integration is a critical component of modern data engineering processes. A robust, scalable, and secure data pipeline enables organizations to extract actionable insights from disparate data sources. The following best practices outline a technically sound approach to data integration.