Agentic code is free like a baby goat
Agentic code is free like a baby goat.
The first day is the cheapest day you will ever have with it.
In a real company, the work starts when the agent leaves the happy path and touches permissions, data boundaries, and audit trails. Now your team owns a new kind of on-call: failures that look like “it worked yesterday,” actions that are hard to reproduce, and security reviews that cannot accept “the model decided.” The maintenance is not model tuning, it is building guardrails, telemetry, rollback paths, and a human override that is actually used.
This is where speed turns into a tax. The more autonomy you ship before you decide who is accountable for outcomes, the more you accumulate invisible operational debt.
GitHub can ship fast because observability and controls are part of the product. JPMorganChase can adopt safely because governance is part of the operating system. Amazon can automate broadly because escalation paths are designed before autonomy.