Data Governance
DAMA DMBOK Framework: An Ultimate Guide for 2026
The DAMA DMBOK framework gives agents a shared structure to inherit, organizing data management into 11 knowledge areas with governance at the center.
September 1, 2026Articles & tutorials
Learn with Atlan
We're writing down everything we learn. 1605+ articles, how-to guides, and resources on data governance, context engineering, enterprise AI and more
Use the search or filters below to find what you need.
Looking for downloadable guides, blueprints, or courses?Visit Atlan's Resource Center →
Data Governance
Data Governance Roles & Responsibilities 2025: What Every Data Leader Must Know
Clear data governance roles set the rules your AI agents inherit, defining who owns what so every answer stays accountable and trusted.
September 1, 2026
Ai Agent
Agent Registry vs. MCP Registry: Catalog vs. Protocol
See how an agent registry differs from an MCP registry, why AWS Agent Registry treats MCP servers as a record type, and why registered doesn't mean reachable.
September 1, 2026
Ai Agent
Agent Registry vs. Model Registry: What's the Difference?
Compare agent registry vs. model registry: what each governs, how AWS Agent Registry works, and why most AI teams need both, not one or the other.
September 1, 2026
Ai Agent
What Is Agent Sprawl and Context Sprawl? Causes, Risks, and Fixes
Agent sprawl is uncontrolled AI agent proliferation across an enterprise. Learn its two dimensions, identity sprawl and context sprawl, and the structural fix.
September 1, 2026
Ai Agent
What Is AWS Agent Registry? Features, Governance and Limits
AWS Agent Registry reached GA on August 31, 2026. Here's what it governs, how approval and search work, and what it doesn't check: agent accuracy.
September 1, 2026
Ai Agent
Do AI Agent Registries Need a Context Layer?
An agent registry decides which agent may run. A context layer decides whether what it knows is still true. See how AWS Agent Registry and Atlan fit together.
September 1, 2026
Ai Agent
How to Govern AI Agents Across Multiple Clouds
AWS, Microsoft, Google, and MuleSoft each run their own AI agent registry. See how to govern AI agents across multiple clouds with one shared framework.
September 1, 2026
Ai Agent
What Is an AI Agent Registry?
An AI agent registry catalogs agents, tools, skills, and MCP servers. Learn what AWS, Microsoft, Google, and MuleSoft each built, and what none of them verify.
September 1, 2026
Context layer
Gartner Named Three Components. Production Needs Seven.
Gartner names AI context platforms the critical enabling tech for 2027, with Atlan a sample vendor. The seven components, and the order to build them in.
September 1, 2026
Data Governance
Data Governance for AI: Framework & Best Practices 2026
Data governance secures the data, interfaces, and testing standards AI agents depend on to deliver accurate, trustworthy answers.
September 1, 2026
Data Governance
What Is Data Governance? Definition, Goals & 2026 Guide
Data governance assigns owners, quality rules, and trust to every asset, the rules an AI agent inherits so every answer stays accurate and trusted.
September 1, 2026
Ai Agent
Context Evals vs. Data Quality Testing for AI Agents
Compare context evals with data quality testing to see what each one catches, and learn how to build both into a reliable AI agent testing stack.
August 31, 2026
Ai Agent
AI Context Platforms: A Complete Guide for Data Teams
An AI context platform helps enterprises build, govern, and deliver the business context AI agents need to act accurately. Here's your complete guide for 2026.
August 31, 2026
Ai Agent
AI Platform Lock-In Risk: What Context Lock-In Costs You
See what drives AI platform lock-in risk, what switching between models or platforms actually costs, and how a neutral context layer keeps the exit open.
August 31, 2026
Ai Agent
Microsoft Agent Framework: What It Is, Does & Replaces
Microsoft Agent Framework unifies Semantic Kernel and AutoGen into one open-source SDK for AI agents. See its capabilities, status, and what it lacks.
August 31, 2026
Ai Agent
RAG Knowledge Engineering Framework Explained
A RAG knowledge engineering framework covers chunking, embeddings, GraphRAG, and context enrichment, tested so production RAG answers stay reliable.
August 31, 2026
Ai Agent
How to Reduce Tribal Knowledge in Engineering Teams
Reduce tribal knowledge in engineering teams by mining lineage, SQL history, and usage patterns into context that new engineers and AI agents can both use.
August 31, 2026
Context Layer
What Is a Context Layer for AI Agents? A 2026 Enterprise Guide
Context is knowledge, expertise, and norms made machine-usable for AI. How a context layer for AI agents is built, and why agents fail without one.
August 28, 2026
Context Layer Definition and Enterprise AI Architecture
What Is a Context Layer? Definition, Architecture, Use Cases
A context layer turns enterprise knowledge, expertise, and norms into context AI can act on. What it is, what it is made of, and where it fits.
August 28, 2026
Ai Agent
AI Leadership Events for CDOs, CIOs, and VP AI
The 2026 AI conference calendar, filtered for CDOs, CIOs, and VP AI: which rooms hold real peers, which don't, and where the Context Conference fits.
August 27, 2026
Ai Agent
The 14 Best AI Conferences in 2026 for AI and Data Leaders
The 14 best AI conferences of 2026 for AI and data leaders, with verified dates, locations, registration details, and a framework for choosing which to attend.
August 27, 2026
Ai Agent
Context Engineering Conferences and Events 2026
Which 2026 conferences actually cover context engineering, not general AI hype. Nine verified events, an honest verdict on each, and the ones to skip.
August 27, 2026
AI Context
What Is the Context Conference?
The Context Conference is Atlan's virtual event on AI context, October 28, 2026. See the agenda, who is speaking, and how it differs from Activate.
August 27, 2026
