Abstract: System and techniques for distributed telemetry platform are described herein. A telemetry pipeline comprising ordered executable blocks is obtained. Each of these executable blocks including a requirements data structure. A first executable block of the telemetry pipeline is sent to a first agent based on first requirements in the requirements data structure for that executable block. A second executable block of the telemetry pipeline to a second agent based on second requirements in the requirements data structure for the second executable block. The telemetry pipeline is then executed to obtain an indication that the first agent does not meet the first requirements after execution of the telemetry pipeline has begun. In response, the first executable block is moved from the first agent to a third agent.