Let’s level set: you shouldn’t and cannot keep up with the constant updates, releases, and best practices.
I’m also convinced that keeping up is the wrong goal.
It’s the wrong goal partly because it’s impossible. Partly because it foregrounds passive consumption instead of active construction. And active construction, the act of building itself, is key to thriving in this time of profound change in knowledge work.
The clearest image I’ve found for this comes from Dan Wang’s Breakneck. He writes about the Ise shrine which is a shrine in Japan that is rebuilt every 20 years. The philosophy of longevity and durability is not permanence through stronger materials but permanence through practice. The shrine has stood for over a thousand years not because its timber is durable but because the practice of rebuilding it is.
The same logic applies to AI-pilled marketing work right now. The materials change every week. The practice of building doesn’t.
Claude Cowork, Code, Codex, Warp, OpenClaw, Hermes, Perplexity Computer, Manus, OSS models — it doesn’t matter what you use.
Agent harness, context engineering, memory engineering, second brain LLM, orchestration — how you architect your agent interactions is deeply flexible (and truly you don’t need to understand any of this because the tools support you in their implementation).
The durable skill you build is not inherent in the tools themselves but in your ability to build and the taste you develop from building.
Yes, each of them manifests differently, but they follow similar general principles of memory, composability, and connectors. And through the act of building, you gain the taste, muscle memory for pattern recognition, and a sense of the limits at the frontier.
The good news is that even if you optimize for one of those tools, they’re all similar enough that the skill is transferable.
The bad news is only for those who have frozen in the face of the neverending barrage of “all the new things” and haven’t actually, hand-on-keyboard, built much.
The lasting skill for marketers during this seismic shift in how marketing work gets done is the skill of breaking through discomfort and building ceaselessly. Doesn’t matter what you build with. Doesn’t matter what you ship. Just build. Just ship.