AI quietly changes the infra buying function.
For years, many teams paid a convenience premium because the cheaper option came with documentation, migration, auth, edge cases, and ugly integration work.
Coding agents reduce that penalty.
They can read the docs, wire the SDK, port the script, chase the 403, and produce a first working path faster than a tired human wants to admit.
The trap starts after it works once:
permissions
durability
retry behavior
observability
cost alerts
rollback
ownership
That is where cheap infrastructure can become expensive again.
The real advantage is letting agents compress integration work while keeping operational risk visible.
AI makes unfamiliar infrastructure easier to adopt. The teams that win still know what the system is allowed to break.