Which aspect of elliptic curves would you like to understand better? The original paper for Curve25519 contains a dedicated subsection for attack models, for example, and leaves only marginal room for hidden backdoors with its detailed reasoning about curve parameter choice. The implementation of EdDH or EdDSA is specified in RFCs that are explicitly written to be "fool-proof", as others already commented.