Articles.
In 2016, DEV3LOPCOM, LLC began sharing informative articles and technical tutorials about software, methodologies, research and programming languages.
Recent Articles
Multi-Cloud Cost Visualization: Optimizing Spend Across Providers
In today's increasingly complex technology landscape, organizations rely heavily on multi-cloud architectures to stay agile, scalable, and competitive. With workloads spread across a variety of cloud providers such as AWS, Azure, and Google Cloud Platform, keeping...
Corporate Sustainability Analytics: Carbon Footprint Visualization
Today's forward-thinking companies have embraced sustainable practices as a cornerstone of their growth and brand identity. But sustainability isn't simply about setting goals—it's about effectively measuring and communicating the impact of your initiatives. With...
Mixed Reality Data Rooms: Immersive Analytics Collaboration
Imagine stepping into your data rather than merely observing it. Mixed Reality (MR) is reshaping industries—including data analytics—by transforming the static views of traditional data visualization into immersive, collaborative virtual spaces. Leaders equipped with...
Command Pattern: Implementing Undo / Redo in Pipelines
Imagine building a robust data pipeline framework where every change counts. Like an expert chess player who plans ahead, a modern tech leader needs confidence that each move can be unmistakably tracked, reversed, or reinstated. For those in charge of complex...
Tensor Ops at Scale: Crunching Multidimensional Arrays
In today's hyper-competitive digital landscape, swiftly managing and analyzing complex datasets is not just advantageous—it's essential. Organizations increasingly leverage multidimensional arrays, or tensors, to tackle large-scale data analytics, predictive modeling,...
Context Propagation: Maintaining State Across Boundaries
In today's digital ecosystem—where data, analytics, and innovation blend to shape critical business decisions—the concept of maintaining context across systems, APIs, and service boundaries has never been so compellingly significant. Imagine orchestrating an extensive...
Factory Pattern: Injecting Dynamic Processing Logic
In an era where flexibility and agility are the cornerstones of competitive advantage in data-driven businesses, software architectures need to evolve beyond rigid designs. To strategically manage complexity, we must employ designs that empower our systems to...
Complex Event Processing: Detecting Patterns in Streaming Flow
Imagine standing beside a massive digital river where millions of data points flow continuously and swiftly every second. Each data point marks an exact moment, carrying critical insights vital for businesses to stay competitive, adaptive, and innovative. Enter...
Repository Pattern: Clean Data Access Layers
In today's high-speed tech landscape, your data strategy directly impacts your ability to innovate. As your organization scales, ensuring clean, maintainable code and efficient data access becomes critical for driving accurate insights and informed decisions. Enter...
Graphs at Scale: Adjacency Lists vs. Matrices Revisited
In the current era of big data and complex interconnected systems, graph analytics plays an increasingly critical role in understanding the nuanced relationships within data. As businesses grapple with more extensive, intricate systems and data sets, the method you...
Ports & Adapters: Going Hexagonal with Your Pipeline
In today's digitally connected economy, your data pipeline is not simply an operational asset—it is the lifeblood of informed decisions, innovation, and competitive advantage. Yet many organizations continue to grapple with monolithic pipeline architectures that...
Bloom Filters & HyperLogLog: Fast Probabilistic Structures
In today's data-driven world, speed, efficiency, and accuracy aren't merely desirable—they're essential. As data volumes explode exponentially, traditional strategies to manage vast datasets encounter significant bottlenecks. Enter probabilistic data structures like...
Multimedia Pipelines: Extracting Metadata from Binary Blobs
In a digital-first world, multimedia is a core foundation of nearly every business-savvy decision—whether you're streaming high-definition videos, analyzing user-generated photos, or processing audio files for marketing insights, extracting and managing metadata from...
Strangler Fig Refactor: Modernizing Legacy Batch Systems
Imagine a bustling city where modern skyscrapers coexist with aging structures, their foundations creaking under the weight of time. Legacy batch systems in your technology stack are much like these outdated buildings—once strong and essential, now becoming...
Tumbling vs Sliding: Choosing the Right Streaming Windows
Stream processing—where data flows continuously and demands instant analysis—is the heartbeat of modern, real-time data ecosystems. As decision-makers in today’s dynamic business landscapes, your organization's ability to interpret data at the speed it arrives...
Saga Pattern: Orchestrating Long-Running Transactions
Imagine guiding an orchestra through a complex symphony—each musician performing their part seamlessly, harmonized into a coherent masterpiece. The Saga Pattern brings this orchestration to software architectures, enabling organizations to confidently manage...
JSON Hell: Schema Validation for Semi-Structured Payloads
JSON has become the lingua franca of data interchange on the web. Lightweight and flexible, JSON is undeniably powerful. Yet this very flexibility often encases applications in a schema validation nightmare—what software engineers sometimes call "JSON Hell."...
Scatter-Gather: Distributing Work and Reassembling Results
In a digitally transformed world, the volume of data organizations encounter daily is staggering. Decision-makers grapple with exponentially increasing complexities, requiring innovative solutions to effectively distribute workloads and synthesize outcomes. Enter the...
Homomorphic Computing Primer: Crunching Encrypted Bits
Imagine a world where your organization's most sensitive data could remain encrypted at all times, yet still be actively computed, analyzed, and transformed. This is the bold promise homomorphic computing offers — a future-proof approach that allows insight generation...
Fan-Out / Fan-In: Parallel Processing Without Chaos
Imagine orchestrating the morning rush hour in a bustling city, each commuter representing a piece of data heading rapidly through interconnected streets, all converging towards well-defined destinations. Without careful planning and management, chaos reigns supreme....