LLMs in control planes

Bumping the lease epoch every five seconds gives a fenced write five seconds to commit

A dev.to worked example keeps HTTP clients and model SDKs out of the lease renewal path. Its Postgres fence rises on every renewal, so a write that outlives one five-second interval is rolled back by its own lease.