Articles.
In 2016, DEV3LOPCOM, LLC began sharing informative articles and technical tutorials about software, methodologies, research and programming languages. Our articles are designed to be accessible and informative, drawing readers interested in solving technical problems and understanding concepts. Dive into our collection to learn how these technical articles may benefit you. Click a button transition to the content or start with a recent read.
Recent Articles
Data Engineering for Small Teams: Maximizing Impact
In today's data-driven world, small teams are frequently tasked with harnessing vast amounts of data to drive informed decision-making. While large enterprises typically have dedicated data engineering squads, smaller teams often face resource limitations that...
Why Hourly Software Consulting is the Future of Adaptive, Scalable Innovation
The digital landscape is evolving at warp speed, and businesses seeking to thrive must find ways to innovate swiftly, adaptively, and at scale. Gone are the days when monolithic, one-size-fits-all solutions could keep pace with today’s relentless market demands....
How to Fix a Failing Dashboard Strategy: Creative Insights for Data-Driven Transformation
Imagine this: your organization has invested significant time and capital into building sleek dashboards, anticipating clarity, action, and ROI. Yet, the data story is muddled, users are disengaged, and the value falls short of expectations. If this scenario feels...
Why ELT Makes More Sense Than ETL in 2025
Picture this: your team just discovered key customer insights, unlocked hidden market opportunities, and significantly shortened your decision cycle—all thanks to accurately handling data at lightning speed. This isn't some future scenario; it's the rapidly...
What Happens When You Give Engineers Too Much Data
Imagine handing an artist every color imaginable without any instruction—what masterpiece or chaos might you expect? Similarly, giving engineers unlimited access to data can lead to groundbreaking innovation, efficiency gains, and informed business decisions—but also...
Building Proof-of-Concepts with Clients in Real-Time
In the fast-paced world of data innovation, business leaders are increasingly looking for smarter, faster paths to demonstrate value and test ideas. Real-time development of proof-of-concepts (POCs) alongside clients is becoming a powerful method for software...
The Overlap Between Analytics and SEO Performance
In an increasingly digital-first world, businesses often rely heavily on their website’s visibility and discoverability. However, simply having a website isn’t enough to guarantee digital success; understanding analytics is essential to drive meaningful results....
No One Looks at Your Reports. Ouch.
You’ve spent hours, days, 6 months (ouch), maybe even years compiling critical reports. You’ve harnessed cutting-edge tools like Tableau, Power BI, PostgreSQL. You dissected gigabytes of data and created graphs that could impress any CEO. Yet, as you hit "send," you...
Consultants Aren’t Expensive — Rebuilding It Twice Is
The phrase "you get what you pay for" rings especially true in the field of software development and data analytics. As organizations embark on ambitious digital transformation projects, costs often come under close scrutiny. Yet, the real expense doesn't lie in...
From Gut Feelings to Predictive Models: A Client Journey
Imagine standing on the edge of a data goldmine, uncertain how to tap into its riches. You sense the vast potential, but your instincts alone aren’t enough to navigate the complexities of modern analytics. That’s precisely where our data-focused software consulting...
Why Hourly Consulting Outperforms Retainers in Software Innovation
In today's rapidly evolving digital landscape, agility and adaptability have swiftly become critical components for organizations seeking innovation. Traditional retainer models, although popular, often create limitations that hinder growth and slow down creative...
How to Identify and Remove “Zombie Data” from Your Ecosystem
“Zombie Data” lurks in the shadows—eating up storage, bloating dashboards, slowing down queries, and quietly sabotaging your decision-making. It’s not just unused or outdated information. Zombie Data is data that should be dead—but isn’t. And if you're running...
Real Use Cases Where ELT Outperformed ETL
In the ever-evolving world of data architecture, decision-makers are often faced with a foundational choice: ETL (Extract, Transform, Load) or ELT (Extract, Load, Transform)? For years, ETL was the gold standard—especially when on-prem systems and batch processing...
Data Governance for Strategic Decision-Making: A Business Perspective
Companies are generating more data than ever before. But with this surge in information comes a critical question: are we using our data strategically, or just storing it? The difference between data hoarding and data empowerment often comes down to one foundational...
The Data-Driven Mindset: How to Think Like a Modern Software Consultant
The most impactful software consultants are not just builders — they’re interpreters of data, innovators of process, and strategic partners who translate complexity into results. What separates average consultants from those leading the way? A data-driven mindset — an...
Hourly Consulting Support, Expertise When You Need
Agility isn’t just a buzzword—it’s a requirement. Businesses are continuously trying to scale, adapt, and deliver results faster than ever. Traditional fixed-scope software contracts, while historically reliable, are proving to be too rigid for the pace of modern...
Creating Executive Dashboards That Drive Real Decisions
In today’s analytics environment, executives are overwhelmed with data but underwhelmed with insight. Dashboards are everywhere—but true decision-making power is not. A well-designed executive dashboard should be more than a digital bulletin board. It should be a...
How to Prioritize Analytics Projects with Limited Budgets
When the budget is tight, every dollar counts. In the world of analytics, it's easy to dream big — AI, predictive dashboards, advanced automation — but the reality often demands careful prioritization. For organizations striving to innovate without overspending, the...
We Audited 10 Dashboards and Found the Same 3 Mistakes
The business world runs on data, but data alone isn't enough—companies need actionable insights presented clearly and accurately. Dashboards have become essential tools for decision-making, empowering everyone from frontline employees to top executives. Yet, most...
Stop Blaming the Data Team — It’s Your Project Management
You’ve likely uttered these words: “Our data team just doesn’t deliver.” This maybe true if they have no experience delivering. However, before pointing fingers at your analysts or engineers, it's worth looking deeper. More often than not, ineffective data practices...
The Role of Human-Centered Design in Data Analytics
In today’s data-saturated world, analytics projects fail not because of bad data or flawed algorithms, but because they miss the mark on people. The success of any analytics or software initiative hinges on whether the end users can understand, trust, and act on the...
Why We Recommend Python Over Tableau Prep for Data Pipelines
When it comes to building scalable, efficient data pipelines, we’ve seen a lot of businesses lean into visual tools like Tableau Prep because they offer a low-code experience. But over time, many teams outgrow those drag-and-drop workflows and need something more...
Turning Business Chaos into Order Using Data Architecture
Businesses are overwhelmed with fragmented tools, excel analytics, siloed data, and then a constant push to innovate faster. Leaders know they have valuable data—but turning that data into something usable feels like chasing a moving target. If your team is stuck in a...
Cross-Domain Data Fabrics: Uniting Siloed Information Assets
Data fuels modern business growth, innovation, and competitive advantage. However, many organizations find themselves tangled in a fragmented world of data silos—isolated repositories of valuable information hidden behind departmental walls. These silos limit...
SQL Overkill: Why 90% of Your Queries Are Too Complicated
You're exploring customer trends, finding sales opportunities, and fine-tuning your business strategy—but what if you're making it harder than it needs to be? Most businesses today extensively rely on SQL for data management and analytics. However, many teams drown in...
How to Innovate Inside Legacy Systems Without Replacing Them
Legacy systems often bear the weight of years—if not decades—of data, workflows, and critical operational insights. Yet, many organizations hesitate to replace them outright for fear of losing valuable historical information or interrupting day-to-day business. Sound...
Understanding the Core Principles of AI Agents
AI Agents are central figures in the evolving landscape of artificial intelligence, designed to observe their surroundings, interpret data, and make decisions with minimal human intervention. In essence, an AI Agent is a software program that can learn from experience...
Building Your CI/CD Pipeline – A Comprehensive Guide
A CI/CD pipeline (Continuous Integration/Continuous Delivery pipeline) is an automated DevOps workflow that streamlines software build, test, and deployment stages for faster and more reliable releases. It merges code changes and runs continuous testing, minimizing...
Most Companies are Fixing their Data Lake in Reporting Software, This is Bad
In our rapidly evolving data landscape, companies rush to harness vast reservoirs of data in their digital lakes. But when confusion sets in, many businesses resort to "quick fixes," using reporting software as their primary tool to manage their data lakes. On the...
Build A Data Warehouse In Your Data Lake To Save Money
Imagine standing at the intersection of your organization's expanding data landscape, overwhelmed with fragmented databases or disjointed analytics tools, racking up unnecessary expenses daily. What if leveraging your existing data lake infrastructure, by...
Automation
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Business
The Art of Upselling: How Market Basket Analysis Can Help You Identify Complementary Products
Market basket analysis is a technique used by businesses to identify items that are frequently purchased together to inform product recommendations or pricing strategies. By analyzing customer purchase data, businesses can gain valuable insights into which products...
Predicting the Future of Maintenance: How Data Analysis Can Minimize Downtime and Boost Productivity
Predictive maintenance is a powerful tool for manufacturers and other industries that rely on heavy machinery and equipment. It is the process of using data analysis to identify when equipment or machinery needs maintenance or replacement in order to minimize downtime...
Personalization: The Key to Building Stronger Customer Relationships and Boosting Revenue
Personalization is the art of curating unique experiences for individual customers, and it's quickly becoming a crucial part of modern business strategy. By tailoring products, services, or marketing messages to the specific preferences and needs of each customer,...
TableauHelp
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Solutions
Polyrepo vs. Monorepo Strategies for Data Platform Code Management
When it comes to managing modern data platforms, choosing the right repository structure is a decision that can significantly impact your team's productivity, collaboration, and overall success. As data-driven innovation accelerates at an unprecedented pace, your...
Zero-Copy Integrations: Minimizing Data Movement Costs
Data is the lifeblood of the modern enterprise, but moving data around carelessly can become costly and inefficient. Businesses that understand the importance of streamlining data management embrace zero-copy integrations as a core strategy. Imagine organizations...
Golden Signals for Data Pipelines: What to Monitor and Why
In today's data-driven landscape, reliable data pipelines form the backbone of success for any enterprise keen on innovation and analytics. As organizations collect, process, and leverage an unprecedented amount of data, monitoring the health and performance of these...
SQL
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