Publication

AI Agent First Data Product Standards

@open-data-product-specification

articles: 28
total claps: 285
top claps: 53
avg read: 6.4 min
paywalled: 1
active: 2026-04-17 → 2026-07-15

Wiki topics

AGT · AI Agents · 13 👨‍👩‍👧 · Family & Parenting · 9 AI · AI · General · 7 INV · Investing & Markets · 5 🍳 · Food & Cooking · 3 💭 · Philosophy of Spirit · 2 🎬 · Film & Television · 2 🔓 · Open Source · 2

Top tags

#odp ·22 #data ·13 #sdk ·7 #ai ·5 #ai-agent ·4 #knowledge-graph ·3 #vocabulary ·3 #data-product-manager ·3 #odpg ·3 #odpv ·3

AI ECO

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Open Knowledge Format Support in Data Product SDK v0.2.5

A readable knowledge context layer for humans, agents, and data product portfolios

Jun 18, 2026 · 8 min read · 53 claps #okf #open-knowledge-format #sdk

Open Knowledge Format Support in Data Product SDK v0.2.5

ECO LIF

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Portfolio Studio: A New Business Context Solution Built on the Open Data Product Standards Family

The Open Data Product Standards family was created to make data products easier to define, connect, govern, and use across teams and…

Jul 11, 2026 · 4 min read · 51 claps #odp #data-product-creation #context-engineering

Portfolio Studio: A New Business Context Solution Built on the Open Data Product Standards Family

AI ART

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

The SDK Is Not the Lock-In But The Architecture Around It Is

What the AI agent framework debate teaches us about data product standards

Jul 15, 2026 · 8 min read · 50 claps #sdk #ai #langchain

The SDK Is Not the Lock-In But The Architecture Around It Is

AI LIF

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Preview Release: Data Products Python SDK with MCP

AI Agent First tooling for the Open Data Products standards family

May 16, 2026 · 7 min read · 41 claps paywalled #odp #ai-agent #mcp-server

Preview Release: Data Products Python SDK with MCP

ECO AI

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

From Data Catalogs to GraphRAG-Ready Data Product Portfolios

ODPC, ODPG, and the Missing Business Layer for GraphRAG

May 07, 2026 · 7 min read · 41 claps #odp #odpc #odpg

From Data Catalogs to GraphRAG-Ready Data Product Portfolios

MDA TCH

ZA Zaher Aboushakra · AI Agent First Data Product Standards

From Data Product to Strategic Impact — Why Open Data Product Graphs (ODPG) Matter

In most organizations, we measure what we can find, not what truly matters. Catalogs list assets, lineage shows flow, and dashboards show…

May 15, 2026 · 4 min read · 15 claps #odpg #odp #data-strategy

From Data Product to Strategic Impact — Why Open Data Product Graphs (ODPG) Matter

AI HUM

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

From Shared Vocabulary to Semantic Control

Why ODPV is becoming the semantic quality layer for AI-ready data product standards

May 23, 2026 · 6 min read · 10 claps #odp #data-governance #semantics

From Shared Vocabulary to Semantic Control

LIF

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Continents Are Functions in Open Data Product Specification Adoption

How a data standard spreads through validation, distribution, and scale

Apr 17, 2026 · 5 min read · 8 claps #odp #standards #adoption

Continents Are Functions in Open Data Product Specification Adoption

AI ECO LIF

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

The SDK for the Data Product Economy version 0.1.3 Released

Open Data Products SDK 0.1.3 turns the OpenDataProducts.org standards family into practical Python, CLI, and MCP workflows for developers…

May 29, 2026 · 5 min read · 5 claps #odp #sdk #agents

The SDK for the Data Product Economy version 0.1.3 Released

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

TOON and Graph Compact Format Sidecars in the Data Products SDK

Why the SDK now supports two compact context formats

Jun 13, 2026 · 10 min read · 2 claps #data #graph #toon

TOON and Graph Compact Format Sidecars in the Data Products SDK

AI LIF

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

ODPR: A Lightweight Workflow Recipe Specification for Data Product Delivery

Data product work is becoming more structured.

Jun 14, 2026 · 9 min read · 2 claps #data #agentic-workflow #sdk

ODPR: A Lightweight Workflow Recipe Specification for Data Product Delivery

ECO

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Why Data Product Standards Need a Shared Vocabulary

Data product standards do not scale only through schemas, object models, and technical definitions. They also need a shared language that…

May 09, 2026 · 7 min read · 1 claps #odpv #odp #vocabulary

Why Data Product Standards Need a Shared Vocabulary

LIF SPR

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

ODPS Template Family: Making the First Data Product Description Easier to Start

ODPS v4.1 is designed to describe real data products, not only technical assets. That means it needs to cover identity, ownership, purpose…

Jul 05, 2026 · 6 min read · 1 claps #odp #product-template #data

ODPS Template Family: Making the First Data Product Description Easier to Start

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Open Data Product SDK: Turning Data Product Ideas Into Standard YAML With AI Models

A major update has landed in the Open Data Product SDK. Users can now convert normal text and Markdown files that describe data products…

May 25, 2026 · 5 min read · 1 claps #odp #sdk #data-product-manager

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Data Product SDK v0.2.3: Local GGUF Generation with Embedded llama.cpp

The Data Product SDK is moving toward a simple goal: make data product work easier to generate, validate, review, and reuse. Earlier…

Jun 14, 2026 · 5 min read · 1 claps #odp #llama-cpp #data-product-sdk

Data Product SDK v0.2.3: Local GGUF Generation with Embedded llama.cpp

AI ECO LIF MDA

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

The Data Product Specifications Family: Building the Context Layer for the AI Agent Era

The data economy has spent years building platforms, catalogs, pipelines, marketplaces, dashboards, governance models, and AI pilots. These…

Jun 02, 2026 · 4 min read · 1 claps #odp #sdk #data

The Data Product Specifications Family: Building the Context Layer for the AI Agent Era

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Smaller Data Product Context and Lower LLM Cost with TOON

How compact TOON sidecars reduce repeated LLM input cost while keeping YAML as the source of truth

Jun 12, 2026 · 3 min read · 1 claps #data #token #odp

Smaller Data Product Context and Lower LLM Cost with TOON

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

The Data Product SDK Should Not Care Which AI Provider You Use

Most AI-enabled tooling starts with the model. You pick a provider, build around its API, adapt to its behavior, and slowly let that…

Jun 17, 2026 · 3 min read · 1 claps #odp #ai #agents

TCH

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Seven Years of ODPS: From Open Specification to Industry Reference

In 2019, ODPS almost became a hidden feature inside one proprietary platform, but instead it became public and open source. Seven years…

Jul 05, 2026 · 16 min read · 0 claps #odp #standards #open-source

Seven Years of ODPS: From Open Specification to Industry Reference

AI SCI SPT TCH LIF ECO

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

From Portfolio Builder to ODPR Recipes: Making Data Product SDK Workflows Flexible

The Data Product SDK started with useful commands. Validate a catalog. Build a graph. Render a portfolio. Sync artifacts. Explain outputs…

Jun 21, 2026 · 9 min read · 0 claps #odpr #ci-cd-pipeline #agentic-workflow

From Portfolio Builder to ODPR Recipes: Making Data Product SDK Workflows Flexible

SPT ECO

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

From One Specification to Data Product Workflows

How the Open Data Products SDK is moving from atomic commands to higher-level enterprise workflows

Jun 07, 2026 · 9 min read · 0 claps #data #knowledge-graph #portfolio

From One Specification to Data Product Workflows

AI LIF GEN

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Why ODPS Family Tooling Starts in the Specs and Consolidates in the SDK

The ODP Agent SDK is the consolidated Python toolkit for the Open Data Products standards family. It brings ODPS, ODPV, ODPC, and ODPG into…

May 20, 2026 · 9 min read · 0 claps #odp #sdk #data

Why ODPS Family Tooling Starts in the Specs and Consolidates in the SDK

AI LIF

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

Recipe Contracts: Making Data Product Workflows Repeatable, Reviewable, and Agent-Ready

Data Product SDK Version 0.3.2. has been released to Pypi

Jun 25, 2026 · 8 min read · 0 claps #odp #data-product-manager #ai

Recipe Contracts: Making Data Product Workflows Repeatable, Reviewable, and Agent-Ready

AI SCI

DR Dr. Jarkko Moilanen · AI Agent First Data Product Standards

9 Actions We Took to Make Open Data Product Vocabulary AI-Agent-First

AI agents are moving from experiments to operating models.

May 09, 2026 · 6 min read · 0 claps #odpv #vocabulary #data-product-creation

9 Actions We Took to Make Open Data Product Vocabulary AI-Agent-First

ZA Zaher Aboushakra · AI Agent First Data Product Standards

From Catalog to Value Graph: Why ODPC and ODPG Belong Together

The Shift From Organized Inventory to Connected Business Meaning

May 21, 2026 · 5 min read · 0 claps #odp #odpc #odpg