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Augmenting AI with the Power of Jakarta EE
Ivar Grimstad
Jakarta EE Developer Advocate
Eclipse Foundation
No AI was harmed
in
th
ti
th
crea on of
e
ese slides
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@theguywiththeduketattoo.com
@[email protected]
https://github.com/ivargrimstad
https://www.linkedin.com/in/ivargrimstad
ivargrimstad_of cial
https://www.threads.net/@ivargrimstad_of cial
fi
fi
@ivar_grimstad
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Agenda
A History Lesson
Jakarta EE 11
AI Augmentation with Jakarta EE
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A History Lesson…
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JSR 330
1995
1999
2004
2006
2009
2014
2017
2020
2024/5
javax.* -> jakarta.*
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Jakarta EE
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Final Speci cation
Speci cation
Document
Speci
API
TCK
Compatible
Implementation(s)
fi
fi
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No content
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Jakarta
Pro
JakartaEEEE1111Web
Platform
Authentication 3.1
Data 1.0
Authorization 3.0
Concurrency 3.1
Persistence 3.2
RESTful Web Services 4.0
Activation 2.1
CDI 4.1
Pages 4.0
JSON Processing 2.1
Batch 2.1
Expression Language 6.0
WebSocket 2.2
JSON Binding 3.0
Connectors 2.1
Faces 4.1
Validation 3.1
Annotations 3.0
Mail 2.1
Security 4.0
Debugging Support 2.0
Interceptors 2.2
Messaging 3.1
Servlet 6.1
Enterprise Beans Lite 4.0
Dependency Injection 2.0
Enterprise Beans 4.0
Standard Tag Libraries 3.0
Transactions 2.0
CDI Lite 4.1
Updated
Not Updated
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New
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Jakarta EE 11 Core
Web Pro le
Authentication 3.1
Data 1.0
Concurrency 3.1
Persistence 3.2
RESTful Web Services 4.0
CDI 4.1
Pages 4.0
JSON Processing 2.1
Expression Language 6.0
WebSocket 2.2
JSON Binding 3.0
Faces 4.1
Validation 3.1
Annotations 3.0
Security 4.0
Debugging Support 2.0
Interceptors 2.2
Servlet 6.1
Enterprise Beans Lite 4.0
Dependency Injection 2.0
Standard Tag Libraries 3.0
Transactions 2.0
CDI Lite 4.1
Updated
Not Updated
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New
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Jakarta EE 11 Core Pro le
RESTful Web Services 4.0
JSON Processing 2.1
JSON Binding 3.0
Annotations 3.0
Interceptors 2.2
Dependency Injection 2.0
CDI Lite 4.1
Updated
Not Updated
fi
New
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Jakarta EE 11 Platform
Authentication 3.1
Data 1.0
Authorization 3.0
Concurrency 3.1
Persistence 3.2
RESTful Web Services 4.0
Activation 2.1
CDI 4.1
Pages 4.0
JSON Processing 2.1
Batch 2.1
Expression Language 6.0
WebSocket 2.2
JSON Binding 3.0
Connectors 2.1
Faces 4.1
Validation 3.1
Annotations 3.0
Mail 2.1
Security 4.0
Debugging Support 2.0
Interceptors 2.2
Messaging 3.1
Servlet 6.1
Enterprise Beans Lite 4.0
Dependency Injection 2.0
Enterprise Beans 4.0
Standard Tag Libraries 3.0
Transactions 2.0
CDI Lite 4.1
Updated
Not Updated
New
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Jakarta Concurrency 3.1
https://jakarta.ee/speci cations/concurrency/3.1/
fi
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Virtual Threads
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ManagedExecutorService
ManagedScheduledExecutorService
ContextService
ManagedThreadFactory
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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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?
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@ManagedThreadFactoryDefinition(
name = “java:app/concurrent/myFactory”,
virtual = true
)
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Java SE Runtime Aware
Support for Virtual Threads
virtual = “true”
Concurrency API
Platform Thread
Java 17
Virtual Thread
Java 21
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Jakarta EE 11 Platform
Authentication 3.1
Data 1.0
Authorization 3.0
Concurrency 3.1
Persistence 3.2
RESTful Web Services 4.0
Activation 2.1
CDI 4.1
Pages 4.0
JSON Processing 2.1
Batch 2.1
Expression Language 6.0
WebSocket 2.2
JSON Binding 3.0
Connectors 2.1
Faces 4.1
Validation 3.1
Annotations 3.0
Mail 2.1
Security 4.0
Debugging Support 2.0
Interceptors 2.2
Messaging 3.1
Servlet 6.1
Enterprise Beans Lite 4.0
Dependency Injection 2.0
Enterprise Beans 4.0
Standard Tag Libraries 3.0
Transactions 2.0
CDI Lite 4.1
Updated
Not Updated
New
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Jakarta Data 1.0
Standardizes the repository pattern for data access
https://jakarta.ee/speci cations/data/1.0/
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import jakarta.data.repository.CrudRepository;
import jakarta.data.repository.Repository;
@Repository
public interface GreetingRepository extends
CrudRepository {
Optional findByName(String name);
}
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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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2020
javax.* -> jakarta.*
2022
2024/5
2026
Jakarta EE Core Pro le
Java 21
Embrace Records
Jakarta Data
CDI Centric
Removals and Deprecations
Java 25
Jakarta Query
Jakarta NoSQL
CDI Centric
Deprecations
fi
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Jakarta
Jakarta
EE and
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Agent Work ow
@Trigger
@Decision
@Action
@Outcome
A CDI Event starts
the work ow
Decide wether and
how to proceed
Carry out a
step
Mark the end of the
work ow
https://jakartaee.github.io/agentic-ai/
fl
fl
fl
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Application
AI
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https://github.com/langchain4j/langchain4j-cdi
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https://omnihai.org
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Application
Open AI
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Augmentation
Techniques
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Basic Chat
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Basic Chat
“Hello, how are you?”
APP
LLM
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Demo
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Basic Chat
“Hello, how are you?”
APP
“Hi! I’m doing well, thanks for asking. How can I help you today?”
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LLM
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Memory
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Memory
“My name is Ivar”
“Nice to meet you, Ivar! How can I help you today?”
APP
LLM
“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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Demo
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Memory
“My name is Ivar”
“Nice to meet you, Ivar! How can I help you today?”
APP
LLM
“What is my name?”
“Your name is Ivar.”
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Why Memory?
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AI + Memory
Personalisation
Adaptivity
Context
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Tools
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Tools
“What time is it?”
APP
“Sorry — I don’t have access to the current time.”
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LLM
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Demo
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Tools
“What time is it?”
“{ "tool": "getCurrentDateTime"}”
APP
getCurrentDateTime()
“2026-05-08 10:45:58 ET”
“It’s 10:45:58 on May 8, 2026 (your local time).”
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LLM
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Why Tools?
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AI + Tools
Action
Precision
Data
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Skills
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Skills
Where do white peking ducks live?
APP
LLM
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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Skills
Where do white peking ducks live?
[skills.md content]
APP
Duckburg
skills.md
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LLM
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Why Skills?
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AI + Skills
Reliability
Orchestration
and
Logic
Context
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Retrieval-Agumented
Generation
(RAG)
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RAG
“What orders were dispatched today?”
APP
LLM
As an AI, I don't have access to your personal accounts, email, or company internal databases.
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Demo
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RAG
orders
“What orders were dispatched today?”
APP
[CONTEXT DATA]
“Orders 1, 2, and 3 were dispatched today”
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LLM
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Why RAG?
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AI + RAG
Reliability
Up-to-date
Knowledge
Transparency
&
Audibility
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Model Context Protocol
(MCP)
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MCP
“My name is Donald Duck, please list my bookings”
APP
Hi Donald! I don’t have access to your booking accounts from here
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LLM
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Demo
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tools
BookingService
MCP
“My name is Donald Duck, please list my bookings”
[MANIFEST]
[Call getBookingsForCustomer]
APP
LLM
[Orders for Donald Duck]
Booking 123: 1934 Belch re Runabout
fi
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Why MCP?
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AI + MCP
Interoperability
Discoverability
Separation
of
Concerns
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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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JSR 330
1995
1999
2004
2006
2009
2014
2017
2020
2024/5
javax.* -> jakarta.*
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2020
javax.* -> jakarta.*
2022
2024/5
2026
Jakarta EE Core Pro le
Java 21
Embrace Records
Jakarta Data
CDI Centric
Removals and Deprecations
Java 25
Jakarta Query
Jakarta NoSQL
CDI Centric
Deprecations
fi
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t
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p
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AI Roadmap for Jakarta EE
w
e
m
o
S
?
ULTRA
Full
capable
ready
2024
2026
2028
2030
https://omnihai.org
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t
a
h
t
a
l
u
c
e
p
S
e
iv
AI Roadmap for Jakarta EE
w
e
m
o
S
ULTRA
Full
capable
ready
2024
2026
2028
2030
13
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Jakarta EE
https://jakarta.ee
https://theguywiththeduketattoo.com
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
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Thank You!
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