The Global Standard: Understanding the Open Data Contract Standard (ODCS)
Explaining the definitive open-source YAML specification for data contracts and why tool-agnostic standards are critical for data trust.
Data Contracts Explained: Why 'Shifting Left' is the Future of Data Quality
Why catching data quality issues at the source is 10x cheaper than fixing them in the warehouse. A deep dive into the 'Shift Left' movement.
Implementing Data Mesh: From Principles to Practical Domain Ownership
A practical guide to decentralized data: domain ownership, federated governance, and why data contracts are the connective tissue of a healthy mesh.
Data Contract Specification (ODCS)
The definitive open-source YAML specification for data contracts. Schema, quality, and SLA in a tool-agnostic way.
Contract examples (RideFlow + more)
Reference contracts spanning Bronze, Silver, and Gold layers in a fictional ride-share company. Powers the demo workspace.
Engine specifications
How LakeLogic abstracts Spark, DuckDB, Polars, BigQuery, and friends behind a single contract execution interface.
LakeLogic quickstart guide
From zero to your first deployed contract in five minutes. Install the CLI, generate a contract from a real table, ship a quality gate.
Data product architecture
The mental model behind medallion + data mesh. How LakeLogic fits between your warehouse and your consumers.
Writing contracts
A practical guide to authoring contracts — what to include, how to express SLA expectations, how to structure quality rules.
Data Mesh principles — Martin Fowler
Fowler's foundational essay on domain ownership, federated governance, and data-as-a-product. Required reading for anyone building a mesh.
Data contracts explained — Monte Carlo
A clear walkthrough of what data contracts are, who needs them, and how they fit alongside data observability.
AWS — Data Mesh explained
AWS's take on data mesh architecture, with cloud-specific patterns for federated governance and inter-domain sharing.
Monte Carlo — Data mesh implementation guide
A field guide to implementing data mesh: common pitfalls, organisational design, and the role of contracts.
DataCamp — Data Contracts technical intro
A hands-on technical introduction to data contracts as a discipline. Good starting point for engineers new to the pattern.
Andrew Jones — Data Contracts workshop
Workshop by one of the data contracts community's founding voices. Practical patterns for rolling them out in a real org.
Chad Sanderson — Master AI-ready data infrastructure
Cohort-based course covering what an AI-ready data platform actually looks like, with contracts as the spine.