Posts

AI Doesn’t Replace Expertise. It Multiplies It.

I keep seeing the same pitch from companies looking to cut headcount: bring in AI, reduce the team, let the tool do what the people used to do. I think that’s backwards, and I think it’s going to bite the companies that do it. AI isn’t a replacement for skilled people. It’s a force multiplier for them. Those are very…

The Deploy That Kept Failing While Everything Looked Fine: A Root-Cause Walkthrough

TL;DR A completely unrelated, already-reviewed feature branch quietly broke every deployment to production for most of a working day. Not because its own code was wrong, but because of how our platform’s config-style metadata (permission sets, layouts) gets deployed as whole files instead of diffs. The kicker: while this was happening, several other legitimate deploys succeeded and posted green checkmarks…