The Problem with Feedback Today If you build reports for other people, you know this cycle well. A stakeholder pings you on Slack: "Hey, the numbers on that report look off." Which report? Which numbers? You ask for a link. They send a screenshot with no context....
What would change if you could run five projects at once instead of one? That's not a hypothetical. It's how the team that built Claude Code uses it. And over the past year, we've been testing whether those patterns translate outside a Silicon Valley AI lab. ...
Welcome to 2026! Hopefully, your January has been a good start to the year. It's been hectic around the InterWorks offices, with us having just completed our company Kickoff in Oklahoma City a week or so ago. We're all still riding the tidal wave of...
Every year, all of InterWorks US descends on Oklahoma for a company-wide get together. We like to start the year with a fresh start by doing a brief recap of the prior year and then dive into the vision and plans for the coming year....
Claude Code has entered the zeitgeist. Jensen Huang at Davos last week: "Claude is incredible. Anthropic made a huge leap in coding and reasoning. Nvidia uses it all over. Every software company needs to use it." The Verge (subscription required) reporting that Microsoft, despite selling GitHub Copilot,...
A few years ago, moving your data warehouse to the cloud was about getting faster queries. That story is over. Every major vendor has a cloud warehouse now. Speed is table stakes. Data platforms are the new enterprise application layer. So what does it mean that...
Claude Code is revolutionary tool, allowing Anthropic’s leading LLM’s to control a terminal within your computer and execute commands. Claude Code can look through your code, make edits, and run it without you having to do anything other than approve its changes, and you can...
In an era where data-driven decisions are essential, organisations are increasingly looking to move beyond analysis and into intelligent automation. Snowflake has already simplified data querying through tools like Cortex Analyst and Cortex Search. But what if you could go further — building agents that...
I’m a software developer, and like a lot of developers these days, I’ve been using Claude Code extensively for the past year and a half. I use it for work projects, personal projects and random tools. Claude Code helped me switch to Arch Linux AND...
Processes are everywhere: From small daily activities, such as making a cup of coffee or setting up a group call, to the lengthy evolution of entire ecosystems in nature. While good design and technological superiority are key drivers for productivity, performance on nearly any existing...
Last year was hyped as the "Year of the Agent." Looking back, that prediction largely played out. We saw autonomous frameworks explode, agentic tools everywhere and a massive shift in how the industry talked about AI. After a year of breathless demos and "look what...
What unfolds in A Night at the Opera is not just a dashboard, but the visual retelling of a lifelong passion. The data behind it comes from an extraordinary personal archive: Decades of handwritten notes, programs and memories carefully collected since the early 1960s by...
Continuing our series on integrating AI features into the Sigma development environment, today we’re focusing on a key consideration: the cost of using AI-powered tools within your dashboards. Sigma currently supports four AI-driven features, Formula Assistant, Explain This Chart, Ask Sigma, and AI Queries. In...
Remember when doing laundry meant scrubbing clothes by hand on a washboard, then hanging everything outside to dry and hoping it didn't rain? You probably don't because the washing machine was already invented. Laravel Ralph is the washing machine for Laravel development. You describe what you...
Dear readers, the year is at its end. We've all reached the end of 2025 in one piece, and look with hope upon a new year. Or, well, we certainly hope that it's hope, and not existential dread. Regardless, time marches on, and so too...
Sigma wrapped up the year with a product launch focused squarely on one thing: integrating AI with your business intelligence. The announcement centered on three major themes that push Sigma deeper into the AI-powered analytics space while maintaining the governance and security teams need. AI Query:...
Now that we understand what analytics engineering is and why it matters, let's dive into what an analytics engineer actually does day to day. What are their responsibilities, what skills do they need and what are the key concepts that drive their work? Build and Maintain...
InterWorks has long been a multi-disciplined data consulting firm with expertise spanning strategy, solutions and support. By the nature of our business, we’re quite used to jumping into the middle of projects to provide guidance or serve as an extra set of hands to get...
Analytics engineering has emerged as one of the most important roles in the modern data stack, and if you were following recent conversations about emerging ideas and platforms, you've probably heard analytics engineering mentioned. But what exactly is analytics engineering, and why does it matter...
Welcome, ladies and gentlemen, to the end of the year! We're starting December, which means we're just around the corner from accidentally writing "2026" on every date line for the next few months. This year has been a good one for the InterWorks blog, and...
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