In six months, every major AI company shipped models that were fundamentally more capable. Not incremental updates — real capability jumps. And there are still developers who haven't prioritized learning to work differently. That's not healthy skepticism. That's inertia with a philosophy glued on top.

Your work environment can always be better, even if the solution doesn't exist yet. The problem isn't lack of skill. It's that you were conditioned to stop trying.

Most companies only create content when someone is ready to buy. That's too late. Here's the case for building authority in the destination cluster before anyone opens their wallet.

March 2026 saw 30 pull requests, 40 issues, and 10 significant repo pushes, showcasing active contributions and enhancements across 13 repositories.