The software factory is already here.

Working with an agent can feel less like coding and more like leading a capable new hire. That is a useful observation. It is also a warning that the operating system still lives in somebody's head.

A model can continue a conversation without your factory remembering anything that matters. Fluent continuity is useful. It is not operational memory.

A model can climb a leaderboard and still be the wrong worker for your next change. Production does not need a champion. It needs a routing decision that survives contact with the work.

An agent opening maintenance pull requests every morning is useful. A factory that gets better because yesterday's pull requests failed is the thing worth building.

A model can produce a better answer with fewer tokens and still make your software factory more expensive. The meter improved. The work may not have.

The AI industry keeps asking how many people will use the models. That is the wrong demand question. The durable buyer is a work machine that cannot finish without them.

The model capacity you locked in today can keep working perfectly and still become a bad deal. Capability moves, prices fall, and your contract does neither.

If a person has to repack the codebase, explain the exceptions, choose the model, and rewrite the request for every run, you do not have an autonomous agent. You have a very fast machine waiting at a manual loading dock.

Coding agents can produce more change than your team can responsibly accept. That is not a reason to slow them down. It is a reason to rebuild everything around them.

The fight to become every employee's favorite AI assistant is happening inside a market that the same technology is about to shrink.

Agile turned missing machinery into meetings. Software factories make the machinery real, so the meetings can finally go away.

Letting more people ask for software is a real breakthrough. Pretending the request is the whole delivery system is how a breakthrough becomes a very expensive pile of guesses.