# lakeFS

> lakeFS is an open\-source data version control that transforms your object storage to Git\-like repositories\. Start managing data the way you manage your code\.

Generated by Yoast SEO v27.4, this is an llms.txt file, meant for consumption by LLMs.

## Pages
- [MLOps Architecture: Benefits, Challenges \& Best Practices](https://lakefs.io/mlops/mlops-architecture/)
- [MLOps Pipeline: Types, Components \& Best Practices](https://lakefs.io/mlops/mlops-pipeline/)
- [What is MLOps? Benefits, Challenges \& Best Practices](https://lakefs.io/mlops/)
- [26 MLOps Tools for 2026: Key Features \& Benefits](https://lakefs.io/mlops/mlops-tools/)
- [What is Data Quality: Definition, Framework, and Best Practices](https://lakefs.io/data-quality/)

## Posts
- [Object Storage: Everything You Need to Know](https://lakefs.io/blog/object-storage/)
- [Center of Excellence for Enterprise AI: Models \& Best Practices](https://lakefs.io/blog/center-of-excellence-for-enterprise-ai/)
- [How to Build Infrastructure for AI\-Ready Data That Supports Scalable AI Workloads](https://lakefs.io/blog/how-to-build-infrastructure-for-ai-ready-data/)
- [Iceberg Time Travel: Snapshots, Rollbacks \& Data Version Control](https://lakefs.io/blog/iceberg-time-travel/)
- [AI Center of Excellence: How to Build Reliable \& Reproducible AI Systems](https://lakefs.io/blog/ai-center-of-excellence/)

## Guest Authors
- [Lior Resisi](https://lakefs.io/?post_type=guest-author&p=16302)
- [Ryan Green](https://lakefs.io/?post_type=guest-author&p=16238)

## Events
- [AI\-Ready Data Infrastructure](https://lakefs.io/event/ai-ready-data-infrastructure/)
- [Why Data Is Killing Your AI Project and What to Do About It](https://lakefs.io/event/data-infrastructure-bottlenecks/)
- [Expert Roundtable: The Future of Metadata After Hive Metastore](https://lakefs.io/event/hive-metastore-panel/): We're hosting a panel of renowned experts on the future of Hive Metastore, including Ryan Blue, Seshu Adunuthula, Lior Ebel and Oz Katz\. Click for more details\!
- [DataOps Poland: Optimizing Object Stores For Data with lakeFS](https://lakefs.io/event/dataops-poland-optimizing-object-stores-for-data-with-lakefs/): DataOps Poland is an exchange place of experience, concepts, and ideas from Data Engineering world\. We will talk about Open Source projects, commercial ones and frameworks that will help working with Data\.
- [Data Lifecycle Management \- Applying Engineering Best Practices for Data](https://lakefs.io/event/data-lifecycle-management-applying-engineering-best-practices-for-data/): Learn better Data Lifecycle Management practices with lakeFS

## Media Mentions
- [lakeFS Announces 2026 AI\-Ready Data Summit](https://lakefs.io/media-mentions/2026-ai-ready-data-summit/)
- [lakeFS Acquires DVC, Uniting Data Version Control Pioneers to Accelerate AI\-ready Data](https://lakefs.io/media-mentions/lakefs-acquires-dvc-uniting-data-version-control-pioneers/)
- [From Chaos To Control: Building ML Platform](https://lakefs.io/media-mentions/from-chaos-to-control-building-ml-platform/)
- [Building Platform\-Agnostic Infrastructure](https://lakefs.io/media-mentions/building-platform-agnostic-infrastructure/)
- [Project Alexandria: A Digital Library](https://lakefs.io/media-mentions/project-alexandria-a-digital-library/)

## Careers
- [Programs Manager, Events \& Paid Media](https://lakefs.io/careers/programs-manager/)
- [Content Engineer](https://lakefs.io/careers/content-engineer/)
- [Backend Engineer](https://lakefs.io/careers/backend-engineer/)
- [Pre\-Sales Solution Engineer](https://lakefs.io/careers/pre-sales-solution-engineer/)

## Case Studies
- [How Department of Energy Ensures Proper Data Governance for AI Model Development](https://lakefs.io/case-studies/inl-project-alexandria/)
- [How Karius Used lakeFS to Comply with FDA Regulations for Disease Diagnostic Studies](https://lakefs.io/case-studies/karius/)
- [How Arm Powers Its Data Management Infrastructure with lakeFS](https://lakefs.io/case-studies/arm-holdings/)
- [How G\+D Used lakeFS Data Version Control to Democratize Their Data Infrastructure](https://lakefs.io/case-studies/giesecke-devrient-gd/)
- [How Microsoft’s Overture Maps Team Uses lakeFS to Enable Collaboration and Data Quality](https://lakefs.io/case-studies/microsoft-overture-maps/)

## Categories
- [Data Engineering](https://lakefs.io/category/de/)
- [Machine Learning](https://lakefs.io/category/machine-learning/)
- [Best Practices](https://lakefs.io/category/best-practices/)
- [Product](https://lakefs.io/category/product/)
- [Tutorials](https://lakefs.io/category/tutorials/)

## Optional
- [Sitemap index](https://lakefs.io/sitemap_index.xml)