A cool construction of Hochschild homology (that I saw on B. Antieau's website here ) is the following:
Let $k$ be a commutative ring, then denote by $\mathfrak{a}\text{CAlg}_k$ the category of animated commutative rings. For any $x\in BS^1$, we have a natural forgetful functor $$x^*:\mathfrak{a}\text{CAlg}_k^{BS^1}\to \mathfrak{a}\text{CAlg}_k.$$ Then Hochschild homology is the left adjoint $x_!:\mathfrak{a}\text{CAlg}_k\to \mathfrak{a}\text{CAlg}_k^{BS^1}$. I've not found a proof that this does agree with the "usual" Hochschild homology of commutive rings, is there a good reference for this?
My main question is in the non-commutative setting. Hochschild homology has a natural definition for non-commutative DG-algebras (see for instance here). DG-algebras are, at least in characteristic zero, equivalent to simplicial commutative algebras, so we can (probably) use $x_!$ as a definition for Hochschild homology of commutative DG-algebras (even if I'm not sure if this is backwards-compatible). My question is if we can use $x_!$ to define Hochschild homology for non-commutative DG-algebras. I think non-commutative DG-algebras are equivalent to simplicial non-commutative rings, and so we can consider the category of animated non-commutative rings $\mathfrak{a}\text{Alg}_k$ and the forgetful functor $$x^*:\mathfrak{a}\text{Alg}_k^{BS^1}\to \mathfrak{a}\text{Alg}_k$$ and the left adjoint $x_!$ thereof.
Edit: Maybe animated non-commutative rings is not the right way of going about it, but what I'm probably most interested in is having a universal property for non-commutative Hochschild homology, which is maybe a more amenable quesion.