Constraint Weakening in LLM Agent Workflows: Why \\\\\\\"Must\\\\\\\" Becomes \\\\\\\"Maybe\\\\\\\" Across Multi-Stage Pipelines

How intermediate language artifacts progressively weaken hard constraints as they pass through multi-agent workflows, and what it means for reliability.