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How we use AI at Digismoothie

We've gone all-in on AI tooling, but not blindly. From Claude Code in engineering to AI-drafted project specs and automated ops, every team at Digismoothie uses AI daily. Here's a honest look at how Digismoothie's team works with AI daily – and where we draw the line.

How we use AI at Digismoothie
How we use AI at Digismoothie

We get asked about AI a lot lately. Clients want to know if we use it, how we use it, and what it means for the work we deliver. Fair questions, so here's a straightforward look at how AI fits into our day-to-day.

We've been early adopters of AI tooling, not because of the hype, but because we saw real, practical gains. That said, we're selective. We integrate AI where it genuinely makes us better, and we keep humans firmly in charge of the work that matters most.

AI across the team

AI at Digismoothie isn't limited to engineering. Our entire team runs on the Anthropic Claude stack, and we use it daily: for analyses, drafting documents, and structuring ideas.

A good example is project specifications. After a client debrief, we use AI to outline a draft spec based on the notes and context from the meeting. A project manager then reviews it, refines the details, and makes sure it truly reflects what the client needs. The AI gets us to a solid starting point fast. The human makes sure it's right.

Fathom set up to auto-record and summarize meetings across Zoom, Google Meet, and Teams so our PMs can focus on the conversation.
Fathom set up to auto-record and summarize meetings across Zoom, Google Meet, and Teams so our PMs can focus on the conversation.

Our project managers also use Fathom for meeting recordings and notes, which means less time on admin and more time focused on the actual conversation.

AI in Engineering

This is where the impact is most visible. Our engineers work with Claude Code and Cursor every day, and we use CodeRabbit as a first layer of code reviews.

Claude Code in action — investigating a duration calculation issue in our ERP integration platform directly from the terminal.
Claude Code in action – investigating a duration calculation issue in our ERP integration platform directly from the terminal.

AI dramatically speeds up the coding itself. Tasks that involve writing boilerplate, scaffolding components, or implementing well-defined logic happen significantly faster than before.

But here's the part that often gets lost in the AI conversation: coding was never the bottleneck. The real work of engineering – understanding the problem, defining the task, choosing the right approach, and then verifying that the result actually works and meets quality standards – still takes the majority of an engineer's time. AI hasn't changed that, nor should it.

CodeRabbit dashboard showing real review stats across our repositories.
CodeRabbit dashboard showing real review stats across our repositories.

There's another shift that's less obvious but just as important: AI allows our people to work across a broader scope. Where a task used to require a frontend specialist and a backend specialist, with all the handoffs and coordination that entails. A single engineer can now handle both sides confidently, with AI filling the gaps in domain-specific knowledge. Less coordination, fewer dependencies, faster delivery. And this isn't limited to engineering, people across the company are finding they can take on tasks that previously sat outside their expertise, acting on their knowledge directly instead of waiting for someone else to execute.

CodeRabbit as our first layer of code review, catching styling issues in a pull request before a human reviewer even looks at it.
CodeRabbit as our first layer of code review, catching styling issues in a pull request before a human reviewer even looks at it.

Where the gains really add up is in focused, well-scoped tasks. For instance, store performance analysis and the subsequent implementation of improvements used to take days. With AI-assisted development, we can deliver the same quality of work in a matter of hours.

AI in Operations

Beyond client work, we use AI to automate internal processes like forecasting, budgeting, and performance analysis. It's not glamorous, but it means our operations run leaner and we can put more energy into the work that reaches our clients.

Staying ahead by sharing

The AI landscape moves fast. New tools, new capabilities, and new ways of working appear almost weekly. We believe the only way to keep up is to learn together. That's why we run dedicated meetings focused on AI, and maintain a shared Slack channel where everyone on the team posts useful discoveries like new workflows, tips, tool recommendations, things that worked and things that didn't. It keeps the whole team sharp, not just the early enthusiasts.

Our shared Slack channel where the team posts AI discoveries, new tools, and workflows to keep everyone in the loop.
Our shared Slack channel where the team posts AI discoveries, new tools, and workflows to keep everyone in the loop.

What it all adds up to

We use AI to spend less time on execution and more time on thinking. The analysis, the strategy, the quality control, the conversations with clients – that's where our value lies, and that's where our people focus.

AI is a tool. A powerful one, and one we've committed to mastering. But the decisions, the standards, and the responsibility – those stay with us.

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Michal Majsky

Michal è un ingegnere con esperienza in applicazioni web, API e sviluppo backend. In Digismoothie, è responsabile del team di ingegneri. È anche un grande fan dell'approccio remoto e asincrono al lavoro.

Si prega di notare che siamo un partner ufficiale di Shopify e possiamo guadagnare commissioni di riferimento.

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