Where the documentation ends, the engineering begins.

Most engineering stories start with an idea. Ours started with a system that wouldn't stop crashing.

We’ve all been there: staring at a log stream at 3:00 AM, realizing the cloud architecture that looked perfect on paper has buckled under the weight of reality. In those moments, "industry standards" feel like suggestions, and intuition takes over.

JustBots Labs is the result of those long nights.

We built this space to share the lessons that didn't make it into the readme the "unfiltered truth" about building and scaling cloud and AI systems. We don’t care about the hype; we care about the trade-offs and the hard-won decisions that keep systems live and users happy.

Welcome to the JustBots Labs. Let's talk about how things actually work.