TRQL is a SQL-like language that compiles to secure, tenant-isolated ClickHouse queries, allowing users to write familiar SQL without exposing other tenants' data or taking down the cluster. TRQL's compilation pipeline includes parsing, schema validation, tenant isolation, time restrictions, parameterization, and ClickHouse SQL generation, making it a powerful tool for querying Trigger.dev data.