The map covers the territory. Your path covers what actually matters.
the ground is shifting. here is how to make sure you are on the right side of it.
you know how to code. AI is moving faster than you can keep up. here is what actually matters.
agents can replace headcount or augment it. knowing which is the difference between leverage and waste.
your company told you to use AI. nobody told you how. this is the playbook.
you make decisions about AI without being a practitioner. here is how to make good ones.
95% of AI projects fail to reach production. this path is the engineering discipline that gets you into the 5%.
one agent is a tool. multiple agents are a system. systems fail differently.
APIs cover 10% of the web. browser agents cover the other 90%.
every course teaches you to build agents. nobody teaches you to ship them.
your agents outnumber your employees 82 to 1. only 21% of teams treat them as identities.