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

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
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
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
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
Why multi-repo setups are vital for Claude Code, and their trade-offs.
Read full article
We put the new Fable AI model to the test on a real production project: how we compressed two weeks of development into just five hours, and why true success still depends on solid architecture and human review.
Read full articleChosen 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
How MarsBased uses Claude and Linear to automate PM workflows, shifting the role from administrative tasks to strategic product thinking.
Read full article
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 articleWe 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.
