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No AI was harmed
in
th
e
crea
ti
on of
th
ese slides
Ivar Grimstad
Jakarta EE Developer Advocate
Eclipse Foundation
Augmenting AI with the Power of Jakarta EE
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https://github.com/ivargrimstad
https://www.linkedin.com/in/ivargrimstad
@[email protected]
ivargrimstad_of
fi
cial
@ivar_grimstad
https://www.threads.net/@ivargrimstad_of
fi
cial
@theguywiththeduketattoo.com
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
A History Lesson
Jakarta EE 11
AI Augmentation with Jakarta EE
Agenda
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
A History Lesson…
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1995 1999 2004 2006
JSR 330
2009
javax.* -> jakarta.*
2024/5
2017 2020
2014
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Jakarta EE
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Speci
fi
cation
Document
API
TCK
Final Speci
fi
cation
Compatible
Implementation(s)
Speci
fi
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No content
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RESTful Web Services 4.0
JSON Processing 2.1
JSON Binding 3.0
Annotations 3.0
CDI Lite 4.1
Interceptors 2.2
Dependency Injection 2.0
Servlet 6.1
Pages 4.0
Expression Language 6.0
Debugging Support 2.0
Standard Tag Libraries 3.0
Faces 4.1
WebSocket 2.2
Enterprise Beans Lite 4.0
Persistence 3.2
Transactions 2.0
CDI 4.1
Authentication 3.1
Concurrency 3.1
Security 4.0
Validation 3.1
Data 1.0
Authorization 3.0
Activation 2.1
Batch 2.1
Connectors 2.1
Mail 2.1
Messaging 3.1
Enterprise Beans 4.0
Jakarta EE 11 Platform
Jakarta EE 11 Web Pro
fi
Updated
Not Updated
New
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Jakarta EE 11 Web Pro
fi
le
RESTful Web Services 4.0
JSON Processing 2.1
JSON Binding 3.0
Annotations 3.0
CDI Lite 4.1
Interceptors 2.2
Dependency Injection 2.0
Servlet 6.1
Pages 4.0
Expression Language 6.0
Debugging Support 2.0
Standard Tag Libraries 3.0
Faces 4.1
WebSocket 2.2
Enterprise Beans Lite 4.0
Persistence 3.2
Transactions 2.0
CDI 4.1
Authentication 3.1
Concurrency 3.1
Security 4.0
Validation 3.1
Data 1.0
Jakarta EE 11 Core Pro
fi
Updated
Not Updated
New
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Jakarta EE 11 Core Pro
fi
le
Updated
Not Updated
New
RESTful Web Services 4.0
JSON Processing 2.1
JSON Binding 3.0
Annotations 3.0
CDI Lite 4.1
Interceptors 2.2
Dependency Injection 2.0
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Authorization 3.0
Activation 2.1
Batch 2.1
Connectors 2.1
Mail 2.1
Messaging 3.1
Enterprise Beans 4.0
RESTful Web Services 4.0
JSON Processing 2.1
JSON Binding 3.0
Annotations 3.0
CDI Lite 4.1
Interceptors 2.2
Dependency Injection 2.0
Servlet 6.1
Pages 4.0
Expression Language 6.0
Debugging Support 2.0
Standard Tag Libraries 3.0
Faces 4.1
WebSocket 2.2
Enterprise Beans Lite 4.0
Persistence 3.2
Transactions 2.0
CDI 4.1
Authentication 3.1
Concurrency 3.1
Security 4.0
Validation 3.1
Jakarta EE 11 Platform
Updated
Not Updated
New
Data 1.0
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Jakarta Concurrency 3.1
https://jakarta.ee/speci
fi
cations/concurrency/3.1/
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Virtual Threads
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
ManagedExecutorService
ManagedScheduledExecutorService
ContextService
ManagedThreadFactory
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Jakarta EE 11
API source level: Java SE 17
API binary level: Java SE 17
TCK run with: Java SE 17+21
?
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@ManagedThreadFactoryDefinition(
name = “java:app/concurrent/myFactory”,
virtual = true
)
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Concurrency API
Java 17
Platform Thread
virtual = “true”
Java SE Runtime Aware
Support for Virtual Threads
Java 21
Virtual Thread
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Demo
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Authorization 3.0
Activation 2.1
Batch 2.1
Connectors 2.1
Mail 2.1
Messaging 3.1
Enterprise Beans 4.0
RESTful Web Services 4.0
JSON Processing 2.1
JSON Binding 3.0
Annotations 3.0
CDI Lite 4.1
Interceptors 2.2
Dependency Injection 2.0
Servlet 6.1
Pages 4.0
Expression Language 6.0
Debugging Support 2.0
Standard Tag Libraries 3.0
Faces 4.1
WebSocket 2.2
Enterprise Beans Lite 4.0
Persistence 3.2
Transactions 2.0
CDI 4.1
Authentication 3.1
Concurrency 3.1
Security 4.0
Validation 3.1
Jakarta EE 11 Platform
Updated
Not Updated
New
Data 1.0
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Jakarta Data 1.0
Standardizes the repository pattern for data access
https://jakarta.ee/speci
fi
cations/data/1.0/
NEW
in
Jakarta EE 11
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@Repository
public interface GreetingRepository extends
CrudRepository {
Optional findByName(String name);
}
import jakarta.data.repository.CrudRepository;
import jakarta.data.repository.Repository;
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Jakarta Data Query Language
(JDQL)
https://github.com/jakartaee/data/blob/main/spec/src/antlr/JDQL.g4
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@Query("where title like :title")
List booksByType(String title);
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Demo
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2024/5
2020
Java 21
Embrace Records
Jakarta Data
CDI Centric
Removals and Deprecations
Jakarta EE Core Pro
fi
le
2022
COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
javax.* -> jakarta.*
2026
Java 25
Jakarta Query
Jakarta NoSQL
CDI Centric
Deprecations
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Jakarta EE and
Jakarta
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COPYRIGHT (C) 2025, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
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AI
Application
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https://github.com/langchain4j/langchain4j-cdi
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
https://omnihai.org
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Open AI
Application
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Augmentation
Techniques
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Basic Chat
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Basic Chat
LLM
APP
“Hello, how are you?”
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Demo
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Basic Chat
LLM
APP
“Hello, how are you?”
“Hi! I’m doing well, thanks for asking. How can I help you today?”
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Memory
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Memory
LLM
APP
“My name is Ivar”
“Nice to meet you, Ivar! How can I help you today?”
“What is my name?”
“I don’t know your name yet. I don’t have access to personal info unless you share it.”
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Demo
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Memory
LLM
APP
“My name is Ivar”
“Nice to meet you, Ivar! How can I help you today?”
“What is my name?”
“Your name is Ivar.”
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Why Memory?
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AI + Memory
Personalisation Adaptivity Context
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Tools
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Tools
LLM
APP
“What time is it?”
“Sorry — I don’t have access to the current time.”
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Demo
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Tools
LLM
APP
“What time is it?”
“{ "tool": "getCurrentDateTime"}”
“2026-05-08 10:45:58 EAT”
“It’s 10:45:58 on May 8, 2026 (your local time).”
getCurrentDateTime()
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Why Tools?
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Data
Action Precision
AI + Tools
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Skills
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Skills
LLM
APP
Where do white peking ducks live?
White Pekin ducks don't really have a "wild" home anymore because they are a domesticated breed.
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Demo
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Skills
LLM
APP
Where do white peking ducks live?
Where do white peking ducks live?
Duckburg
SKILL.md
[skills.md content]
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Why Skills?
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Reliability Orchestration
and
Logic
Context
AI + Skills
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Retrieval-Agumented
Generation
(RAG)
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RAG
LLM
APP
“What orders were dispatched today?”
As an AI, I don't have access to your personal accounts, email, or company internal databases.
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Demo
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
RAG
LLM
APP
“What orders were dispatched today?”
[CONTEXT DATA]
“Orders 1, 2, and 3 were dispatched today”
orders
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Why RAG?
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Accuracy Knowledge Auditability
AI + RAG
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Model Context Protocol
(MCP)
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MCP
LLM
APP
“My name is Donald Duck, please list my bookings”
Hi Donald! I don’t have access to your booking accounts from here
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Demo
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
MCP
LLM
APP
Booking 123: 1934 Belch
fi
re Runabout
“My name is Donald Duck, please list my bookings”
[MANIFEST]
BookingService
tools
[Call getBookingsForCustomer]
[Orders for Donald Duck]
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Why MCP?
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Interoperability Discoverability Separation
of
Concerns
AI + MCP
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Summary
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Basic LLMs are Stupid
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Augmenting makes it
less Stupid
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…and more Predictable
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+
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2004 2024/5
1995 1999 2006 2017 2020
javax.* -> jakarta.*
2014
JSR 330
2009
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2026
2024/5
2020
Java 21
Embrace Records
Jakarta Data
CDI Centric
Removals and Deprecations
Jakarta EE Core Pro
fi
le
2022
COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
javax.* -> jakarta.*
Java 25
Jakarta Query
Jakarta NoSQL
CDI Centric
Deprecations
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
2028
2024 2026
COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
2030
ready
Full ULTRA
capable
13 14
Som
ewhat Speculative
AI Roadmap for Jakarta EE
https://omnihai.org
?
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
2028
2024 2026
COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
2030
ready
Full ULTRA
capable
13 14
Som
ewhat Speculative
AI Roadmap for Jakarta EE
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Jakarta EE
https://jakarta.ee
Get Started
https://start.jakarta.ee
Ivar’s Hashtag Jakarta EE
https://www.agilejava.eu/category/jakarta-ee/
Demo Code
https://github.com/ivargrimstad/augmented-duke
https://theguywiththeduketattoo.com
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COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
COPYRIGHT (C) 2026, ECLIPSE FOUNDATION, INC. | THIS WORK IS LICENSED UNDER A CREATIVE COMMONS ATTRIBUTION 4.0 INTERNATIONAL LICENSE (CC BY 4.0)
Thank You!