SlideShare a Scribd company logo
GraphQL vs. (the) REST
GRAPHQL
VS.
(THE) REST
TSVETAN NIKOLOV
TOM SEDLMEIER
WHAT IS THIS ABOUT
LET’S TRY TO DESIGN AND BUILD
MVP PROJECT TOGETHER
2 Data models:
GET /articles?limit=10
GET /articles?limit=10
GET /leagues/3
GET /articles?limit=10
GET /leagues/3
GET /leagues/4
GET ………
LET’S MAKE A LIST OF ALL CHALLENGES SO FAR
• Documentation? - No need. It’s
just an MVP
• Multiple server requests
•What about overfetching data
• What if we need device specific
data?
Web version Mobile version
MEET
DEMO TIME!
INGREDIENTS
• Running data store
• Scheme
• Resolvers
• Use Graphiql to explore your data
PROS
• statically typed
• no over/under fetching
• language & HTTP agnostic
• completely decouples frontend from backend
• documentation comes at no extra cost
• can save bandwidth
CONS
• not easy to implement network caching
• working with file uploads is tricky
• sometimes error reporting can be a bit cryptic
• frontend team must switch to a GraphQL stack
HOW DOES GRAPHQL
FIT SO FAR?
FIRST STEPS WITH A
GRAPHQL CLIENT
HOW DO WE DEAL WITH
DATA FETCHING IN THE FRONTEND?
‣ results in a lot of API endpoints
‣ „chatty“
‣ overfetching: often you don’t need the complete data set
‣ care about client caching and normalization
‣ frontend & backend (deploy) strongly correlated
REST API ARCHITECTURE
GRAPHQL CLIENT
GraphQL vs. (the) REST
GraphQL vs. (the) REST
THE APOLLO CLIENT
‣ universal
‣ cares about caching and normalization
‣ cares about loading state tracking + error handling
‣ version 2 is much smaller, better package management, less deps
FRONTEND ARCHITECTURE
GraphQL vs. (the) REST
query {…}
Structured data returned
and injected in UI
2
Request from UI

your specific data
1
SIMPLEST OPERATION:
QUERY
GraphQL vs. (the) REST
GraphQL vs. (the) REST
GraphQL vs. (the) REST
TWO FLAVORS HOW TO
WRITE GRAPHQL
ES6 template literal
.graphql files
with webpack preproc.
OR
THERE’S MORE THAN A QUERY
‣ mutations for changing data
‣ subscriptions for listening on updates
IN THE REACT WORLD
GraphQL vs. (the) REST
MORE QUERIES IN ONE COMPONENT
‣ compose it (works like higher-order functions)
‣ Apollo will merge all together
GraphQL vs. (the) REST
APOLLO CLIENT FETCH POLICIES
cache-first Only fetch if data isn’t in the cache
cache-and-network Cache first, then always fetch
network-only Always fetch, never use cache
cache-only Never fetch, try reading from cache
EXTEND IT
LINKS
‣ chainable plugin system
‣ Apollo links
‣ community links
‣ write you own!
‣ https://www.apollographql.com/docs/link
QUERY LOCAL STATE
‣ apollo-link-state
‣ can replace Redux
‣ query and mutate data in the local state
‣ use @client directive
GraphQL vs. (the) REST
OPTIMISTIC UI PATTERN
OPTIMISTIC UI PATTERN
‣ no place for a spinner anymore
‣ write your mutation as usual
‣ your future response goes in the optimisticResponse param
APOLLO HAS A BIG ECOSYSTEM
‣ links
‣ GraphiQL interface for API inspection & documentation
‣ Apollo browser dev tools
‣ Apollo codegen for flow + type script
‣ eslint-plugin-graphql
‣ IDE support
REST API ARCHITECTUREREVIEW
‣ results in a lot of API endpoints
‣ „chatty“
‣ overfetching: often you don’t need the complete data set
‣ care about client caching and normalization
‣ frontend & backend (deploy) strongly correlated
CONCLUSION & RECOMMENDATION
‣ much less effort than with REST
‣ GraphQL / Apollo Client documentation is fantastic
‣ give it a try, write your first simple query using Star Wars API

http://graphql.org/swapi-graphql
‣ use „ apollo-boost“ for quick-start and first steps
‣ we are still at the beginning, there’s coming more
THANK YOU
TIME FOR
Q&A & FEEDBACK
!
Ad

More Related Content

What's hot (19)

Introduction to Apache Airflow - Data Day Seattle 2016
Introduction to Apache Airflow - Data Day Seattle 2016Introduction to Apache Airflow - Data Day Seattle 2016
Introduction to Apache Airflow - Data Day Seattle 2016
Sid Anand
 
Apache Airflow
Apache AirflowApache Airflow
Apache Airflow
Sumit Maheshwari
 
Building Robust Pipelines with Airflow
Building Robust Pipelines with AirflowBuilding Robust Pipelines with Airflow
Building Robust Pipelines with Airflow
Erin Shellman
 
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow managementIntro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Burasakorn Sabyeying
 
Intro to SPA using JavaScript & ASP.NET
Intro to SPA using JavaScript & ASP.NETIntro to SPA using JavaScript & ASP.NET
Intro to SPA using JavaScript & ASP.NET
Alan Hecht
 
Lagom framework
Lagom frameworkLagom framework
Lagom framework
명주 김
 
Stripe con 2021 UI stack
Stripe con 2021 UI stackStripe con 2021 UI stack
Stripe con 2021 UI stack
MaximeRainville1
 
A Gentle Introduction to Functions-as-a-Service
A Gentle Introduction to Functions-as-a-ServiceA Gentle Introduction to Functions-as-a-Service
A Gentle Introduction to Functions-as-a-Service
Valeri Karpov
 
Apache Airflow
Apache AirflowApache Airflow
Apache Airflow
Knoldus Inc.
 
Graph ql subscriptions through the looking glass
Graph ql subscriptions through the looking glassGraph ql subscriptions through the looking glass
Graph ql subscriptions through the looking glass
Gerard Klijs
 
[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...
[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...
[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...
DevDay Da Nang
 
JOSA TechTalk - Lambda architecture and real-time processing
JOSA TechTalk - Lambda architecture and real-time processingJOSA TechTalk - Lambda architecture and real-time processing
JOSA TechTalk - Lambda architecture and real-time processing
Mahmoud Jalajel
 
[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...
[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...
[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...
DevDay Da Nang
 
Graph ql subscriptions on the jvm
Graph ql subscriptions on the jvmGraph ql subscriptions on the jvm
Graph ql subscriptions on the jvm
Gerard Klijs
 
Alfresco Development Framework Basic
Alfresco Development Framework BasicAlfresco Development Framework Basic
Alfresco Development Framework Basic
Mario Romano
 
Powering machine learning workflows with Apache Airflow and Python
Powering machine learning workflows with Apache Airflow and PythonPowering machine learning workflows with Apache Airflow and Python
Powering machine learning workflows with Apache Airflow and Python
Tatiana Al-Chueyr
 
Reactive streams and components on OSGi - C Schneider
Reactive streams and components on OSGi - C SchneiderReactive streams and components on OSGi - C Schneider
Reactive streams and components on OSGi - C Schneider
mfrancis
 
Application Architectures in Grails
Application Architectures in GrailsApplication Architectures in Grails
Application Architectures in Grails
Peter Ledbrook
 
Apache Airflow Introduction
Apache Airflow IntroductionApache Airflow Introduction
Apache Airflow Introduction
Liangjun Jiang
 
Introduction to Apache Airflow - Data Day Seattle 2016
Introduction to Apache Airflow - Data Day Seattle 2016Introduction to Apache Airflow - Data Day Seattle 2016
Introduction to Apache Airflow - Data Day Seattle 2016
Sid Anand
 
Building Robust Pipelines with Airflow
Building Robust Pipelines with AirflowBuilding Robust Pipelines with Airflow
Building Robust Pipelines with Airflow
Erin Shellman
 
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow managementIntro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Burasakorn Sabyeying
 
Intro to SPA using JavaScript & ASP.NET
Intro to SPA using JavaScript & ASP.NETIntro to SPA using JavaScript & ASP.NET
Intro to SPA using JavaScript & ASP.NET
Alan Hecht
 
Lagom framework
Lagom frameworkLagom framework
Lagom framework
명주 김
 
A Gentle Introduction to Functions-as-a-Service
A Gentle Introduction to Functions-as-a-ServiceA Gentle Introduction to Functions-as-a-Service
A Gentle Introduction to Functions-as-a-Service
Valeri Karpov
 
Graph ql subscriptions through the looking glass
Graph ql subscriptions through the looking glassGraph ql subscriptions through the looking glass
Graph ql subscriptions through the looking glass
Gerard Klijs
 
[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...
[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...
[DevDay 2017] Serverless Architecture - Speaker: Trung Huynh - Software Engin...
DevDay Da Nang
 
JOSA TechTalk - Lambda architecture and real-time processing
JOSA TechTalk - Lambda architecture and real-time processingJOSA TechTalk - Lambda architecture and real-time processing
JOSA TechTalk - Lambda architecture and real-time processing
Mahmoud Jalajel
 
[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...
[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...
[DevDay 2017] ReactJS Hands on - Speaker: Binh Phan - Developer at mgm techno...
DevDay Da Nang
 
Graph ql subscriptions on the jvm
Graph ql subscriptions on the jvmGraph ql subscriptions on the jvm
Graph ql subscriptions on the jvm
Gerard Klijs
 
Alfresco Development Framework Basic
Alfresco Development Framework BasicAlfresco Development Framework Basic
Alfresco Development Framework Basic
Mario Romano
 
Powering machine learning workflows with Apache Airflow and Python
Powering machine learning workflows with Apache Airflow and PythonPowering machine learning workflows with Apache Airflow and Python
Powering machine learning workflows with Apache Airflow and Python
Tatiana Al-Chueyr
 
Reactive streams and components on OSGi - C Schneider
Reactive streams and components on OSGi - C SchneiderReactive streams and components on OSGi - C Schneider
Reactive streams and components on OSGi - C Schneider
mfrancis
 
Application Architectures in Grails
Application Architectures in GrailsApplication Architectures in Grails
Application Architectures in Grails
Peter Ledbrook
 
Apache Airflow Introduction
Apache Airflow IntroductionApache Airflow Introduction
Apache Airflow Introduction
Liangjun Jiang
 

Similar to GraphQL vs. (the) REST (20)

Lambda Architectures in Practice
Lambda Architectures in PracticeLambda Architectures in Practice
Lambda Architectures in Practice
C4Media
 
Graphql presentation
Graphql presentationGraphql presentation
Graphql presentation
Vibhor Grover
 
ArangoDB
ArangoDBArangoDB
ArangoDB
ArangoDB Database
 
Visual Mapping of Clickstream Data
Visual Mapping of Clickstream DataVisual Mapping of Clickstream Data
Visual Mapping of Clickstream Data
DataWorks Summit
 
12-Step Program for Scaling Web Applications on PostgreSQL
12-Step Program for Scaling Web Applications on PostgreSQL12-Step Program for Scaling Web Applications on PostgreSQL
12-Step Program for Scaling Web Applications on PostgreSQL
Konstantin Gredeskoul
 
Drupal Performance : DrupalCamp North
Drupal Performance : DrupalCamp NorthDrupal Performance : DrupalCamp North
Drupal Performance : DrupalCamp North
Philip Norton
 
gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20
gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20
gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20
Phil Wilkins
 
PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...
PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...
PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...
Chris Fregly
 
Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...
Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...
Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...
Chris Fregly
 
Retour d'expérience d'un environnement base de données multitenant
Retour d'expérience d'un environnement base de données multitenantRetour d'expérience d'un environnement base de données multitenant
Retour d'expérience d'un environnement base de données multitenant
Swiss Data Forum Swiss Data Forum
 
Into The Box 2018 Ortus Keynote
Into The Box 2018 Ortus KeynoteInto The Box 2018 Ortus Keynote
Into The Box 2018 Ortus Keynote
Ortus Solutions, Corp
 
Building scalable data with kafka and spark
Building scalable data with kafka and sparkBuilding scalable data with kafka and spark
Building scalable data with kafka and spark
babatunde ekemode
 
Redux vs GraphQL
Redux vs GraphQLRedux vs GraphQL
Redux vs GraphQL
Jordon McKoy
 
Cowboy Dating with Big Data or DWH Evolution in Action, Борис Трофимов
Cowboy Dating with Big Data or DWH Evolution in Action, Борис ТрофимовCowboy Dating with Big Data or DWH Evolution in Action, Борис Трофимов
Cowboy Dating with Big Data or DWH Evolution in Action, Борис Трофимов
Sigma Software
 
apidays LIVE Paris - GraphQL meshes by Jens Neuse
apidays LIVE Paris - GraphQL meshes by Jens Neuseapidays LIVE Paris - GraphQL meshes by Jens Neuse
apidays LIVE Paris - GraphQL meshes by Jens Neuse
apidays
 
Nvidia GPU Tech Conference - Optimizing, Profiling, and Deploying TensorFlow...
Nvidia GPU Tech Conference -  Optimizing, Profiling, and Deploying TensorFlow...Nvidia GPU Tech Conference -  Optimizing, Profiling, and Deploying TensorFlow...
Nvidia GPU Tech Conference - Optimizing, Profiling, and Deploying TensorFlow...
Chris Fregly
 
React and GraphQL at Stripe
React and GraphQL at StripeReact and GraphQL at Stripe
React and GraphQL at Stripe
Sashko Stubailo
 
Sashko Stubailo - The GraphQL and Apollo Stack: connecting everything together
Sashko Stubailo - The GraphQL and Apollo Stack: connecting everything togetherSashko Stubailo - The GraphQL and Apollo Stack: connecting everything together
Sashko Stubailo - The GraphQL and Apollo Stack: connecting everything together
React Conf Brasil
 
The Apollo and GraphQL Stack
The Apollo and GraphQL StackThe Apollo and GraphQL Stack
The Apollo and GraphQL Stack
Sashko Stubailo
 
Adding GraphQL to your existing architecture
Adding GraphQL to your existing architectureAdding GraphQL to your existing architecture
Adding GraphQL to your existing architecture
Sashko Stubailo
 
Lambda Architectures in Practice
Lambda Architectures in PracticeLambda Architectures in Practice
Lambda Architectures in Practice
C4Media
 
Graphql presentation
Graphql presentationGraphql presentation
Graphql presentation
Vibhor Grover
 
Visual Mapping of Clickstream Data
Visual Mapping of Clickstream DataVisual Mapping of Clickstream Data
Visual Mapping of Clickstream Data
DataWorks Summit
 
12-Step Program for Scaling Web Applications on PostgreSQL
12-Step Program for Scaling Web Applications on PostgreSQL12-Step Program for Scaling Web Applications on PostgreSQL
12-Step Program for Scaling Web Applications on PostgreSQL
Konstantin Gredeskoul
 
Drupal Performance : DrupalCamp North
Drupal Performance : DrupalCamp NorthDrupal Performance : DrupalCamp North
Drupal Performance : DrupalCamp North
Philip Norton
 
gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20
gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20
gRPC, GraphQL, REST - Which API Tech to use - API Conference Berlin oct 20
Phil Wilkins
 
PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...
PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...
PipelineAI + TensorFlow AI + Spark ML + Kuberenetes + Istio + AWS SageMaker +...
Chris Fregly
 
Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...
Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...
Optimizing, Profiling, and Deploying TensorFlow AI Models with GPUs - San Fra...
Chris Fregly
 
Retour d'expérience d'un environnement base de données multitenant
Retour d'expérience d'un environnement base de données multitenantRetour d'expérience d'un environnement base de données multitenant
Retour d'expérience d'un environnement base de données multitenant
Swiss Data Forum Swiss Data Forum
 
Building scalable data with kafka and spark
Building scalable data with kafka and sparkBuilding scalable data with kafka and spark
Building scalable data with kafka and spark
babatunde ekemode
 
Cowboy Dating with Big Data or DWH Evolution in Action, Борис Трофимов
Cowboy Dating with Big Data or DWH Evolution in Action, Борис ТрофимовCowboy Dating with Big Data or DWH Evolution in Action, Борис Трофимов
Cowboy Dating with Big Data or DWH Evolution in Action, Борис Трофимов
Sigma Software
 
apidays LIVE Paris - GraphQL meshes by Jens Neuse
apidays LIVE Paris - GraphQL meshes by Jens Neuseapidays LIVE Paris - GraphQL meshes by Jens Neuse
apidays LIVE Paris - GraphQL meshes by Jens Neuse
apidays
 
Nvidia GPU Tech Conference - Optimizing, Profiling, and Deploying TensorFlow...
Nvidia GPU Tech Conference -  Optimizing, Profiling, and Deploying TensorFlow...Nvidia GPU Tech Conference -  Optimizing, Profiling, and Deploying TensorFlow...
Nvidia GPU Tech Conference - Optimizing, Profiling, and Deploying TensorFlow...
Chris Fregly
 
React and GraphQL at Stripe
React and GraphQL at StripeReact and GraphQL at Stripe
React and GraphQL at Stripe
Sashko Stubailo
 
Sashko Stubailo - The GraphQL and Apollo Stack: connecting everything together
Sashko Stubailo - The GraphQL and Apollo Stack: connecting everything togetherSashko Stubailo - The GraphQL and Apollo Stack: connecting everything together
Sashko Stubailo - The GraphQL and Apollo Stack: connecting everything together
React Conf Brasil
 
The Apollo and GraphQL Stack
The Apollo and GraphQL StackThe Apollo and GraphQL Stack
The Apollo and GraphQL Stack
Sashko Stubailo
 
Adding GraphQL to your existing architecture
Adding GraphQL to your existing architectureAdding GraphQL to your existing architecture
Adding GraphQL to your existing architecture
Sashko Stubailo
 
Ad

Recently uploaded (20)

Exploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the FutureExploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the Future
ICS
 
Maxon CINEMA 4D 2025 Crack FREE Download LINK
Maxon CINEMA 4D 2025 Crack FREE Download LINKMaxon CINEMA 4D 2025 Crack FREE Download LINK
Maxon CINEMA 4D 2025 Crack FREE Download LINK
younisnoman75
 
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Orangescrum
 
Pixologic ZBrush Crack Plus Activation Key [Latest 2025] New Version
Pixologic ZBrush Crack Plus Activation Key [Latest 2025] New VersionPixologic ZBrush Crack Plus Activation Key [Latest 2025] New Version
Pixologic ZBrush Crack Plus Activation Key [Latest 2025] New Version
saimabibi60507
 
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMeet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Maxim Salnikov
 
Adobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest VersionAdobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest Version
kashifyounis067
 
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...
Ranjan Baisak
 
PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025
mu394968
 
Landscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature ReviewLandscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature Review
Hironori Washizaki
 
Not So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java WebinarNot So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java Webinar
Tier1 app
 
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Lionel Briand
 
Societal challenges of AI: biases, multilinguism and sustainability
Societal challenges of AI: biases, multilinguism and sustainabilitySocietal challenges of AI: biases, multilinguism and sustainability
Societal challenges of AI: biases, multilinguism and sustainability
Jordi Cabot
 
WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)
sh607827
 
Explaining GitHub Actions Failures with Large Language Models Challenges, In...
Explaining GitHub Actions Failures with Large Language Models Challenges, In...Explaining GitHub Actions Failures with Large Language Models Challenges, In...
Explaining GitHub Actions Failures with Large Language Models Challenges, In...
ssuserb14185
 
EASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License CodeEASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License Code
aneelaramzan63
 
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdf
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdfMicrosoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdf
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdf
TechSoup
 
Adobe Lightroom Classic Crack FREE Latest link 2025
Adobe Lightroom Classic Crack FREE Latest link 2025Adobe Lightroom Classic Crack FREE Latest link 2025
Adobe Lightroom Classic Crack FREE Latest link 2025
kashifyounis067
 
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
F-Secure Freedome VPN 2025 Crack Plus Activation  New VersionF-Secure Freedome VPN 2025 Crack Plus Activation  New Version
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
saimabibi60507
 
LEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRY
LEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRYLEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRY
LEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRY
NidaFarooq10
 
Avast Premium Security Crack FREE Latest Version 2025
Avast Premium Security Crack FREE Latest Version 2025Avast Premium Security Crack FREE Latest Version 2025
Avast Premium Security Crack FREE Latest Version 2025
mu394968
 
Exploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the FutureExploring Wayland: A Modern Display Server for the Future
Exploring Wayland: A Modern Display Server for the Future
ICS
 
Maxon CINEMA 4D 2025 Crack FREE Download LINK
Maxon CINEMA 4D 2025 Crack FREE Download LINKMaxon CINEMA 4D 2025 Crack FREE Download LINK
Maxon CINEMA 4D 2025 Crack FREE Download LINK
younisnoman75
 
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025Why Orangescrum Is a Game Changer for Construction Companies in 2025
Why Orangescrum Is a Game Changer for Construction Companies in 2025
Orangescrum
 
Pixologic ZBrush Crack Plus Activation Key [Latest 2025] New Version
Pixologic ZBrush Crack Plus Activation Key [Latest 2025] New VersionPixologic ZBrush Crack Plus Activation Key [Latest 2025] New Version
Pixologic ZBrush Crack Plus Activation Key [Latest 2025] New Version
saimabibi60507
 
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMeet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Meet the Agents: How AI Is Learning to Think, Plan, and Collaborate
Maxim Salnikov
 
Adobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest VersionAdobe Illustrator Crack FREE Download 2025 Latest Version
Adobe Illustrator Crack FREE Download 2025 Latest Version
kashifyounis067
 
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...
Ranjan Baisak
 
PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025PDF Reader Pro Crack Latest Version FREE Download 2025
PDF Reader Pro Crack Latest Version FREE Download 2025
mu394968
 
Landscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature ReviewLandscape of Requirements Engineering for/by AI through Literature Review
Landscape of Requirements Engineering for/by AI through Literature Review
Hironori Washizaki
 
Not So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java WebinarNot So Common Memory Leaks in Java Webinar
Not So Common Memory Leaks in Java Webinar
Tier1 app
 
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Requirements in Engineering AI- Enabled Systems: Open Problems and Safe AI Sy...
Lionel Briand
 
Societal challenges of AI: biases, multilinguism and sustainability
Societal challenges of AI: biases, multilinguism and sustainabilitySocietal challenges of AI: biases, multilinguism and sustainability
Societal challenges of AI: biases, multilinguism and sustainability
Jordi Cabot
 
WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)WinRAR Crack for Windows (100% Working 2025)
WinRAR Crack for Windows (100% Working 2025)
sh607827
 
Explaining GitHub Actions Failures with Large Language Models Challenges, In...
Explaining GitHub Actions Failures with Large Language Models Challenges, In...Explaining GitHub Actions Failures with Large Language Models Challenges, In...
Explaining GitHub Actions Failures with Large Language Models Challenges, In...
ssuserb14185
 
EASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License CodeEASEUS Partition Master Crack + License Code
EASEUS Partition Master Crack + License Code
aneelaramzan63
 
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdf
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdfMicrosoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdf
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdf
TechSoup
 
Adobe Lightroom Classic Crack FREE Latest link 2025
Adobe Lightroom Classic Crack FREE Latest link 2025Adobe Lightroom Classic Crack FREE Latest link 2025
Adobe Lightroom Classic Crack FREE Latest link 2025
kashifyounis067
 
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
F-Secure Freedome VPN 2025 Crack Plus Activation  New VersionF-Secure Freedome VPN 2025 Crack Plus Activation  New Version
F-Secure Freedome VPN 2025 Crack Plus Activation New Version
saimabibi60507
 
LEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRY
LEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRYLEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRY
LEARN SEO AND INCREASE YOUR KNOWLDGE IN SOFTWARE INDUSTRY
NidaFarooq10
 
Avast Premium Security Crack FREE Latest Version 2025
Avast Premium Security Crack FREE Latest Version 2025Avast Premium Security Crack FREE Latest Version 2025
Avast Premium Security Crack FREE Latest Version 2025
mu394968
 
Ad

GraphQL vs. (the) REST