1. A computing device to provide production telemetry insights inline to developer experience, the computing device comprising: a memory; a processor coupled to the memory, the processor executing a code development application in conjunction with instructions stored in the memory, wherein the code development application includes: a plurality of profiling agents deployed across servers executing a hosted service, the profiling agents configured to: collect performance data associated with a source code of the hosted service at server level; an aggregation module configured to: aggregate the collected performance data at the server level; determine cost profile information from the server level aggregated performance data; map the cost profile information to one or more components of the source code; manage and schedule aggregation of server level aggregated data at a data store; and a visualization module configured to: generate a visualization table containing the server level aggregated performance data and the cost profile information; generate a context-aware visualization based on the visualization table and a first component of the source code currently under development, wherein the context-aware visualization focuses on the first component of the source code associated with a developer and provides computational expense information and detected problems associated with an execution of the first component to the developer; order the server level aggregated performance data and the cost profile information within the context-aware visualization based on a computing resource impact and a severity of the detected problems; and provide to be presented inline to the developer working within the source code for the service, the context-aware visualization through a code development user interface in conjunction with the first component of the source code being processed prior to the first component of the source code being committed to a source code repository.