A developer has built an enforcement layer for the SLayer repository that binds a LikeC4 architecture model to the codebase's actual import graph, using a single arch_check.py law that requires every …
MotleyAI published two example notebooks showing how its SLayer semantic layer can be combined with DuckDB to query a remote dataset in a handful of lines, with one notebook driven from the CLI and on…
An evaluation by the SLayer team found that an AI agent using the open-source version of Cube, an incumbent open-core semantic layer, solved zero of 10 tasks from the LiveSQLBench-Lite benchmark, whil…
Motley AI's open-source semantic layer SLayer improved text-to-SQL accuracy by over 34% on production-scale databases, with the SLayer agent passing 153 of 265 tasks (57.7%) versus 114 (43.0%) for a r…
Motley AI achieved a 75.3% pass rate on the BIRD-INTERACT benchmark using the Claude SDK and its open-source semantic layer SLayer, far surpassing the official best of 36.33%. The agent harness provid…
Motley AI achieved a 75.3% pass rate on the BIRD-INTERACT benchmark using the Claude SDK and its open-source semantic layer SLayer, far exceeding the official best of 36.33%. The agent harness provide…
Cube and SLayer are two open-source semantic layers that help developers govern AI agent access to structured data. Cube runs as a standalone service, while SLayer can run in-process as a Python libra…