Cortisol does not act alone. Some molecules turn down its production, some soften its effects once released, and some sit on the other end of the see-saw.
Cortisol is made at the end of a chain. The hypothalamus releases CRH, the pituitary releases ACTH, and the adrenal cortex releases cortisol, which then acts on tissues throughout the body.
Its partners work at different points along this chain.
Upstream
Cortisol is its own brake
Cortisol has its own negative feedback loop. Once the job is done, it switches off the signals upstream that called for it.
Upstream · act on CRH, ACTH or the adrenal
Turning production down
Oxytocin
↓ ACTH and ↓ cortisol, at rest and under stress; dose dependent. Also calms the stress response in the brain.