I should note in advance that this is a highly technical topic and may contain a fair amount of incorrect information.

Literal

Highly [adverbial-に] technical-[attributive-な] topic [with/in-で], abundantly incorrect information [subject-が] is-included possibility [subject-が] exists [thing-ことは] beforehand [honorific-お]-disclaim-[continuous-polite-しておきます].

A humble disclaimer often found on technical blog posts. 多分に ('abundantly, to a considerable extent') is slightly literary — distinct from the homophonic adverb 多分 ('probably'). お断りしておく ('to disclaim in advance, to give advance notice') is a polite set phrase combining the honorific prefix お with 断る ('decline, warn') + ~ておく (preparatory). ~ておきます is the polite form of ~ておく.