This language-agnostic proposal focuses upon concepts and strategies critical to the design and implementation of asynchronous systems and data processing layers. Key components include a survey of implementation strategies for non-blocking edge tiers, patterns for building out a distributed worker / processing tier, along with several horror stories of cascading failures and their resolution.