
How standardizing AI boosted our dev efficiency up to 50% | Building MarsBased
Welcome back to another episode of Building MarsBased, the series where we share the completely transparent reality of how we have built our development agency since 2014.In this episode, we pull back the curtain on our 18-month journey of adopting Artificial Intelligence within our web and mobile development workflows. The rapid evolution of large language models has completely transformed the engineering landscape. However, finding a process that actually worked for a professional agency took a lot of trial, error, and strategic pivoting. We structured our transition into three clear parts, starting with a Divergence Phase in early 2025. During this time, we went full throttle and let our 30-person team test every tool on the market, from Cursor and Replit to ChatGPT and Raycast AI. While this freedom was an incredible learning experience, it also led to widespread analysis paralysis and left us paying for costly, unused annual subscriptions for tools that the market deprecated just weeks later.Everything changed when we entered our Convergence Phase in early 2026. We made the executive decision to standardize our entire tech stack around Claude Code and introduced a unified RPI (Research, Plan, Implement) methodology across all teams. By putting everyone on the exact same setup, we were finally able to benchmark quality and track results. This standardization triggered an immediate shift from minor marginal gains to a staggering 20% to 50% increase in developer productivity across our client projects.Today, we are operating in a continuous Refinement Phase. Through our daily internal knowledge-sharing sessions called Martian Tapas, our team constantly tests the boundaries of our setup. We are optimizing token consumption with specialized plugins like Caveman and RTK, while simultaneously experimenting with local AI models to ensure our agency maintains long-term regional independence from US-centric, VC-subsidized platforms.Watch the full episode to see exactly how we structured this rollout and how you can apply these professional frameworks to your own development team. If you have any specific questions about our infrastructure, drop a comment below and we might have our CTO, Xavi, break it down in a future video.If you appreciate honest, data-driven insights into the business of software development, please Like, Subscribe, and Share this episode!Support the show🎬 You can watch the video of this episode on the Life on Mars podcast website: https://podcast.marsbased.com/














