Meh, right now, and only if you're trying to replace the work force. At is current state, on a $30 a month Copilot plan you'll already see a huge gain in efficiency with supervised coding and agents doing minor chores and maintenance.
The average coder isn't better then opus 4.6. No, is not ready to run production code bases unsupervised. Yes, it's absolutely ready to do many many simple tasks autonomous and more complex coding with supervision.
If you take even a week to try out this shit with an eye for what's possible currently and have an ounce of common sense, I fail to see how folks don't realize this will absolutely change how software is delivered. Yes humans will be involved but there will be much much less direct coding and a lot more supervision over multiple concurrent tasks that have had the time to delivery cut significantly.
Even if you take worst case costs Anthropic's "Profitability" Swindle https://share.google/UV5HNgJyMzfcknekF it's already approaching profitable.
If you slow down the model update cycle it's looking like at least anthropic can be profitable 🤷♂️. That argument is loosing it's weight quickly.