Tag:governance
Articles tagged "governance".
- 31 MIN READ•Jul 6, 2026
ASF vs Linux Foundation vs CNCF: Which Fits a New Project?
Pick the ASF for vendor-neutral, individual-led governance, the Linux Foundation for a funded company consortium, or the CNCF for cloud native infrastructure.
open sourcefoundationsapache - 28 MIN READ•Sep 2, 2026
Synthetic Data in the Lakehouse: Generation, Governance, and Testing
What synthetic data in a lakehouse is for, the generation methods, how to preserve fidelity, and where synthetic tables belong.
Synthetic DataTestingLakehouse - 33 MIN READ•Aug 25, 2026
Governance-as-Code for the Lakehouse: Managing REST Catalog RBAC and Masking in Git
Put REST catalog RBAC and masking in Git. How to review grants, apply them safely, and keep lakehouse access from drifting.
governanceREST catalogRBAC - 30 MIN READ•Aug 24, 2026
Who Actually Owns an Iceberg Table? Managed, External, and the New Vocabulary of Lakehouse Control
Managed and external Iceberg tables mean different things on every platform. Five ownership dimensions and a translation method for vendor vocabulary.
Apache Icebergcatalogsgovernance - 31 MIN READ•Aug 19, 2026
Metric Contracts in 2026: Standardizing Business Logic Across Multi-Agent Frameworks
Metric contracts in 2026: versioned, testable definitions of business logic that let multi-agent frameworks compute revenue identically, with OSI interchange.
metric contractssemantic layerAI agents - 21 MIN READ•Aug 4, 2026
Designing Policy-Aware Telemetry Tables for AI Systems in Apache Iceberg
Designing policy-aware AI telemetry tables in Apache Iceberg: what to log, tamper evidence, retention against conflicting deletion requirements.
Apache IcebergAI TelemetryEU AI Act - 17 MIN READ•Jul 13, 2026
Semantic View Autopilot for AI Governance
Where AI-drafted metric definitions and semantic views help, where they go wrong, and how lineage, programmatic review, and accuracy checks keep them honest.
Semantic LayerGovernanceAI Agents - 29 MIN READ•Jul 6, 2026
The State of Apache Polaris in July 2026: From Incubating Catalog to the Governance Layer of the Open Lakehouse
Apache Polaris as a TLP, federation, credential vending, semantic layers, lineage, and how the open catalog became the governance plane.
Apache Polarisdata engineeringlakehouse architecture