The software factory is already here.

Saying AI did the work of hundreds of engineers sounds precise. It is not. A headcount equivalent tells you nothing about what shipped, what survived, or what machinery made the result repeatable.

Letting coding agents exchange messages across terminals removes a copy-and-paste step. It does not create a team, a plan, or a factory. Communication is a capability. Coordination is machinery.

When one coding agent can message another, the message is not just context. It can redirect work, change assumptions, and trigger tools. That makes the inbox part of your production control plane.

Pausing a powerful model is a decision. Building a system that knows why it paused, what must change, and which authority stays unavailable is the strategy.

Moving AI researchers closer to product teams may shorten a meeting. It does not create the machinery that turns a model breakthrough into software your business can ship, govern, and improve repeatedly.

Software teams have spent years treating the cost of another feature as a staffing conversation. Agents make the meter visible on every run, and that forces the better question: was this change worth producing at all?

An agent with a goal and a reusable credential does not have autonomy. It has standing permission to turn one bad instruction into a production event.

When building gets cheap, bad ideas do not become good investments. They become easier to bury inside the product.

If your project cannot accept AI-generated code, the problem is not that the machine typed it. The problem is that your delivery system cannot prove what entered the machine or who can stand behind what came out.

A leaderboard can tell you which agent finished a task first. It cannot tell you which factory should run your software business.

A document can be perfectly readable to a person and still be terrible factory input. If every agent has to decode the presentation before it can do the work, you built a token furnace, not a knowledge system.

A cheap model can produce expensive software. A premium model can be the bargain. The price card cannot tell you which one you are buying.