Resources · Learnings

What we're learning as we build.

Real lessons from building Columnly AI — the technical decisions, the deployment mistakes, the product discoveries, and everything in between. Written honestly, for founders and builders.

The Hidden Trap in Google Cloud That Nearly Derailed Our Launch
Three stacked errors, three tempting shortcuts, and one lesson about doing things properly the first time. When your Dockerfile works locally but Cloud Run returns a 503, and every fix creates a new error — this is what we learned from that spiral.
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More learnings coming soon.
We document every significant lesson as we build. Check back soon.