Welcome to the MarsBased blog, where we write about startups, technology and the remote work culture.

We’ve spent a few weeks with personal AI assistants that work in the background, connected to the tools we use to run MarsBased. The most useful thing so far: they flag what we didn’t ask them to look for.
Read full article: What we’ve learned using always-on AI assistants
Decision models could make AI practical in applications where cost and complexity have kept it out. Here’s what they are and why we’re keeping an eye on them.
Read full article: Decision models: practical AI where it used to be too costly
AI is making code cheaper and faster to write, but building software that actually works, scales, and stays secure still takes broad expertise and someone accountable for the outcome. Here's how we see the role of development agencies changing in the AI era, and how MarsBased is adapting to it.
Read full article: The future of development agencies in the AI era
We ran Claude Design through its paces by importing one of our client's Figma design systems. The import worked, prompting took a few tries to get right, and the export options left us with some questions.
Read full article: We imported a real client Design System into Claude Design. Here's what we learned.
AI gathers review evidence better than any human, but lacks context. Here’s why human judgment still drives our final performance ratings.
Read full article: The judgment gap in AI
Why multi-repo setups are vital for Claude Code, and their trade-offs.
Read full article: Why multi-repo workspaces are a must for Claude CodeChosen by our community of readers and clients.

AI gathers review evidence better than any human, but lacks context. Here’s why human judgment still drives our final performance ratings.
Read full article: The judgment gap in AI
How MarsBased uses Claude and Linear to automate PM workflows, shifting the role from administrative tasks to strategic product thinking.
Read full article: How we use Claude for product management at MarsBased
WebMCP is the new W3C standard that makes websites natively operable by AI agents, no slow vision models needed. Learn how to implement it in 15 minutes.
Read full article: WebMCP: Making your website ready for AI agentsFrom our YouTube channel, Road to CTO, Building MarsBased, and more.
We work with a select number of clients each year. Let's see if there's a fit.
Schedule a callComplex Ruby project, worldwide distributed stakeholders, thin definition. And with all that, MarsBased pulled it off. Great maintainable code, on time and within budget.
