Explore your prometheus data in grafana - Promcon 2018Grafana Labs
- new Prometheus features in Grafana that were added over the last year
- instant query
- heatmap
- template variable expansion
- new Explore UI with split views and better tab completion for promQL queries
PeopleSoft 9.2 Upgrade Readiness Assessment and Health Check Arvind Rajan
Don't Just Upgrade - TRANSFORM! Learn how to make the most of out OOTB PeopleSoft 9.2 features, Accelerate and Automate Testing using PTF, Automate via Workflow, Optimize Business Processes, Reduce Change Management Costs, Switch from Crystal to BI Publisher reports, Accelerate with a 4-week Lab Upgrade, Accelerate with a 90-day PeopleSoft 9.2 Upgrade, Use Astute's 9.2 Sandbox to accelerate Fit-Gap
Getting Started with Confluent Schema Registryconfluent
Getting started with Confluent Schema Registry, Patrick Druley, Senior Solutions Engineer, Confluent
Meetup link: https://www.meetup.com/Cleveland-Kafka/events/272787313/
Explore your prometheus data in grafana - Promcon 2018Grafana Labs
- new Prometheus features in Grafana that were added over the last year
- instant query
- heatmap
- template variable expansion
- new Explore UI with split views and better tab completion for promQL queries
PeopleSoft 9.2 Upgrade Readiness Assessment and Health Check Arvind Rajan
Don't Just Upgrade - TRANSFORM! Learn how to make the most of out OOTB PeopleSoft 9.2 features, Accelerate and Automate Testing using PTF, Automate via Workflow, Optimize Business Processes, Reduce Change Management Costs, Switch from Crystal to BI Publisher reports, Accelerate with a 4-week Lab Upgrade, Accelerate with a 90-day PeopleSoft 9.2 Upgrade, Use Astute's 9.2 Sandbox to accelerate Fit-Gap
Getting Started with Confluent Schema Registryconfluent
Getting started with Confluent Schema Registry, Patrick Druley, Senior Solutions Engineer, Confluent
Meetup link: https://www.meetup.com/Cleveland-Kafka/events/272787313/
An Introduction to Confluent Cloud: Apache Kafka as a Serviceconfluent
Business breakout during Confluent’s streaming event in Munich, presented by Hans Jespersen, VP WW Systems Engineering at Confluent. This three-day hands-on course focused on how to build, manage, and monitor clusters using industry best-practices developed by the world’s foremost Apache Kafka™ experts. The sessions focused on how Kafka and the Confluent Platform work, how their main subsystems interact, and how to set up, manage, monitor, and tune your cluster.
https://www.youtube.com/watch?v=lKrbeJ7-J98
HTTP messages are how data is exchanged between a server and a client. There are two types of messages: requests sent by the client to trigger an action on the server, and responses, the answer from the server.
Microservices Integration Patterns with KafkaKasun Indrasiri
Microservice composition or integration is probably the hardest thing in microservices architecture. Unlike conventional centralized ESB based integration, we need to leverage the smart-endpoints and dumb pipes terminology when it comes to integrating microservices.
There two main microservices integration patterns; service orchestration (active integrations) and service choreography (reactive integration). In this talk, we will explore on, Microservice Orchestration, Microservice Choreography, Event Sourcing, CQRS and how Kafka can be leveraged to implement microservices composition
Installation of Grafana on linux ; connectivity with Prometheus database , installation of Prometheus ; Installation of node_exporter ,Tomcat-exporter ; installation and configuration of alert manager .. Detailed step by step installation and working
Developing real-time data pipelines with Spring and Kafkamarius_bogoevici
Talk given at the Apache Kafka NYC Meetup, October 20, 2015.
http://www.meetup.com/Apache-Kafka-NYC/events/225697500/
Kafka has emerged as a clear choice for a high-throughput, low latency messaging system that addresses the needs of high-performance streaming applications. The Spring Framework has been, in the last decade, the de-facto standard for developing enterprise Java applications, providing a simple and powerful programming model that allows developers to focus on the business needs, leaving the boilerplate and middleware integration to the framework itself. In fact, it has evolved into a rich and powerful ecosystem, with projects focusing on specific aspects of enterprise software development - like Spring Boot, Spring Data, Spring Integration, Spring XD, Spring Cloud Stream/Data Flow to name just a few.
In this presentation, Marius Bogoevici from the Spring team will take the perspective of the Kafka user, and show, with live demos, how the various projects in the Spring ecosystem address their needs:
- how to build simple data integration applications using Spring Integration Kafka;
- how to build sophisticated data pipelines with Spring XD and Kafka;
- how to build cloud native message-driven microservices using Spring Cloud Stream and Kafka, and how to orchestrate them using Spring Cloud Data Flow;
Building IAM for OpenStack, presented at CIS (Cloud Identity Summit) 2015.
Discuss Identity Sources, Authentication, Managing Access and Federating Identities
This presentation walks through essential points for developing and working with REST APIs or web services to communicate through various platforms. This also explains HTTP methods.
Introduction To Microsoft SharePoint 2013Vishal Pawar
Microsoft SharePoint is a Web application platform developed by Microsoft. First launched in 2001, SharePoint has historically been associated with intranet content management and document management, but recent versions have significantly broader capabilities
PHP stands for “PHP: Hypertext Preprocessor”. It is very good for creating dynamic content. PHP is a widely-used, free, and efficient alternative to competitors such as Microsoft's ASP.
This is a talk on how you can monitor your microservices architecture using Prometheus and Grafana. This has easy to execute steps to get a local monitoring stack running on your local machine using docker.
Managing multiple event types in a single topic with Schema Registry | Bill B...HostedbyConfluent
With Apache Kafka, it's typical to place different events in their own topic. But different event types can be related. Consider customer interactions with an online retailer. The customer searches through the site and clicks on various items before deciding on a final purchase. But businesses can gain insight by processing these events in sequence. Using the event type per topic leaves a lot of work for developers. Is there a better way?
Fortunately, there is. Schema Registry now supports having multiple event types in the same topic. By placing various event types in a single topic, you can now handle different related events in-order. In this presentation, I'll introduce Schema Registry then we'll dive into how it handles multiple event types in a single topic, including examples.
You will learn how and when to apply the multiple event types per topic pattern. Additionally, you'll learn how schema references work in Schema Registry.
PHP Development Tools that will Work Through 2023AResourcePool
PHP offers you in-depth documentation, lots of ready-to-use scripts, well-supported frameworks, and a huge community. A few PHP development tools have been created by experts to facilitate work and improve programming productivity.
https://aresourcepool.com/php-development/
An Introduction to Confluent Cloud: Apache Kafka as a Serviceconfluent
Business breakout during Confluent’s streaming event in Munich, presented by Hans Jespersen, VP WW Systems Engineering at Confluent. This three-day hands-on course focused on how to build, manage, and monitor clusters using industry best-practices developed by the world’s foremost Apache Kafka™ experts. The sessions focused on how Kafka and the Confluent Platform work, how their main subsystems interact, and how to set up, manage, monitor, and tune your cluster.
https://www.youtube.com/watch?v=lKrbeJ7-J98
HTTP messages are how data is exchanged between a server and a client. There are two types of messages: requests sent by the client to trigger an action on the server, and responses, the answer from the server.
Microservices Integration Patterns with KafkaKasun Indrasiri
Microservice composition or integration is probably the hardest thing in microservices architecture. Unlike conventional centralized ESB based integration, we need to leverage the smart-endpoints and dumb pipes terminology when it comes to integrating microservices.
There two main microservices integration patterns; service orchestration (active integrations) and service choreography (reactive integration). In this talk, we will explore on, Microservice Orchestration, Microservice Choreography, Event Sourcing, CQRS and how Kafka can be leveraged to implement microservices composition
Installation of Grafana on linux ; connectivity with Prometheus database , installation of Prometheus ; Installation of node_exporter ,Tomcat-exporter ; installation and configuration of alert manager .. Detailed step by step installation and working
Developing real-time data pipelines with Spring and Kafkamarius_bogoevici
Talk given at the Apache Kafka NYC Meetup, October 20, 2015.
http://www.meetup.com/Apache-Kafka-NYC/events/225697500/
Kafka has emerged as a clear choice for a high-throughput, low latency messaging system that addresses the needs of high-performance streaming applications. The Spring Framework has been, in the last decade, the de-facto standard for developing enterprise Java applications, providing a simple and powerful programming model that allows developers to focus on the business needs, leaving the boilerplate and middleware integration to the framework itself. In fact, it has evolved into a rich and powerful ecosystem, with projects focusing on specific aspects of enterprise software development - like Spring Boot, Spring Data, Spring Integration, Spring XD, Spring Cloud Stream/Data Flow to name just a few.
In this presentation, Marius Bogoevici from the Spring team will take the perspective of the Kafka user, and show, with live demos, how the various projects in the Spring ecosystem address their needs:
- how to build simple data integration applications using Spring Integration Kafka;
- how to build sophisticated data pipelines with Spring XD and Kafka;
- how to build cloud native message-driven microservices using Spring Cloud Stream and Kafka, and how to orchestrate them using Spring Cloud Data Flow;
Building IAM for OpenStack, presented at CIS (Cloud Identity Summit) 2015.
Discuss Identity Sources, Authentication, Managing Access and Federating Identities
This presentation walks through essential points for developing and working with REST APIs or web services to communicate through various platforms. This also explains HTTP methods.
Introduction To Microsoft SharePoint 2013Vishal Pawar
Microsoft SharePoint is a Web application platform developed by Microsoft. First launched in 2001, SharePoint has historically been associated with intranet content management and document management, but recent versions have significantly broader capabilities
PHP stands for “PHP: Hypertext Preprocessor”. It is very good for creating dynamic content. PHP is a widely-used, free, and efficient alternative to competitors such as Microsoft's ASP.
This is a talk on how you can monitor your microservices architecture using Prometheus and Grafana. This has easy to execute steps to get a local monitoring stack running on your local machine using docker.
Managing multiple event types in a single topic with Schema Registry | Bill B...HostedbyConfluent
With Apache Kafka, it's typical to place different events in their own topic. But different event types can be related. Consider customer interactions with an online retailer. The customer searches through the site and clicks on various items before deciding on a final purchase. But businesses can gain insight by processing these events in sequence. Using the event type per topic leaves a lot of work for developers. Is there a better way?
Fortunately, there is. Schema Registry now supports having multiple event types in the same topic. By placing various event types in a single topic, you can now handle different related events in-order. In this presentation, I'll introduce Schema Registry then we'll dive into how it handles multiple event types in a single topic, including examples.
You will learn how and when to apply the multiple event types per topic pattern. Additionally, you'll learn how schema references work in Schema Registry.
PHP Development Tools that will Work Through 2023AResourcePool
PHP offers you in-depth documentation, lots of ready-to-use scripts, well-supported frameworks, and a huge community. A few PHP development tools have been created by experts to facilitate work and improve programming productivity.
https://aresourcepool.com/php-development/
LAMP is a shorthand term for a web application platform consisting of Linux, Apache, MySQL and one of Perl or PHP or Python. Together, these open-source tools provide a world-class platform for deploying web applications. LAMP has been touted as "the killer app" of the open-source world.
PHP, known as the most famous server-side scripting language on the planet, has advanced a considerable measure since the primary inline code pieces showed up in static HTML records.In this post we painstakingly handpicked 10 prevalent PHP frameworks that can best encourage and streamline the procedure of backend web development.
Top 6 leading PHP frameworks for web development PHP (Hypertext Preprocessor) is the most mainstream and broadly used open-source universally useful scripting language for web Development Companies. Top 6 PHP Frameworks For Web Development. Today, Website Designers require to assemble complex websites and it can require some investment and inconvenience to consistently get-go without any preparation, so came the requirement for a progressively organized common method for advancement. Here PHP systems give web developers an agreeable answer for that. However, the significant inquiry here is “The reason to Use A PHP Framework”. https://appfinz.com/blogs/php-frameworks-for-web-development/
Documentation of Online jobs for BCA last sem on PHP.Harsh Tamakuwala
Full documentation on ONLINE JOBs including Introduction of PHP in detail, Data flow diagram, ER diagram, data dictionary, tests, test cases, Screen shoots of both the side(User Side and Admin Side)..
Top 10 python frameworks for web development in 2020Alaina Carter
Python is a high-level language and offers a broad scope of frameworks to developers. Read further to find out 11 Python frameworks for web development that developers should choose in 2020 to enhance the performance of the website.
Furniture showroom management system project.pdfKamal Acharya
The Project deals with the development of the computerized system for maintaining the regular records and services that are undertaken in the furniture business. This project titled "Web Based Integrated Furniture Showroom Management System" has been aimed to design and computerized system that can handle various activities are been carried out at the Furniture Showroom. This application has been developed using PHP Programming Language as its front end and the back end is MYSQL Server In the existing system all the activities and record maintenance of the furniture showroom are done manually by the manager. The Project deals with the development of the computerized system for maintaining the regular records and services that are undertaken in this most important and large business oriented furniture business. This Project also enables the users to perform all the day to day business operations in the furniture showroom business most efficiently.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
Frappe framework
1. Frappé Framework
ISCTE MOSS - Introducao ao Software de Codigo Aberto
Prof: Carlos J. Costa – Aluno: Jose Miguel Sardinha
2. What is Frappé?
● Frappé is a full stack web application framework written in Python, Javascript,
HTML/CSS with MySQL as the backend. It was built for ERPNext but is pretty generic
and can be used to build database driven apps.
● The key difference in Frappé compared to other frameworks is that Frappé is that
meta-data is also treated as data and is used to build front-ends very easily. Frappé
comes with a full blown admin UI called the Desk that handles forms, navigation, lists,
menus, permissions, file attachment and much more out of the box.
● Frappé also has a plug-in architecture that can be used to build plugins to ERPNext.
● Frappé Framework was designed to build ERPNext, open source ERP for managing
small and medium sized businesses.
4. Why Frappe?
Rushabh Mehta is the creator of the Frappe Framework and founder at Frappe Technologies, the publisher of ERPNext
●
Why use Frappe?
Frappe is the underlying framework for ERPNext (one of the top open source ERP systems). Open Source Enterprise systems are on the
growth and there is a great opportunity for companies either looking to build in-house systems or building practices that help other
businesses. ERP is a core business stack along with Email and the next frontier for service providers in open source. There are already a lot
of businesses that are looking for developers familiar with Frappe.
Frappe framework provides an architecture that allows you to build production-ready apps in very quickly.
●
Why another framework?
Unlike Python frameworks which are mostly server-side, Frappe has a rich AJAX based client library and also supports socketio. The biggest
advantage of Frappe is the number of UI features that are available out of the box.
Also I started writing Frappe in 2006 when the only other choice was Zope!
Frappe Framework is "Made in India" licensed as MIT, used to built ERPNext, a popular open source ERP application.
Frappe is listed on GitHub showcase of web application framework and is backed by a community of more than 3000 users.
5. Before You Start
1. Python - Frappé uses Python (v2.7) for server-side programming to write quality server-side code, you
must also include automated tests.
2. MariaDB / MySQL - To create database-driven apps with Frappé, you must understand the basics of
database management, like how to install, login, create new databases, and basic SQL queries.
3. HTML / CSS - If you want to build user interfaces using Frappé, you will need to learn basic HTML / CSS
and the Boostrap CSS Framework.
4. JavaScript and jQuery - To customize forms and create rich user interfaces, you should learn JavaScript
and the popular library jQuery.
5. Jinja Templating - If you are customizing Print templates or Web pages, you need to learn the Jinja
Templating language. It is an easy way to create dynamic web pages (HTML).
6. Git and GitHub - Learn how to contribute back to an open source project using Git and GitHub, two great
tools to help you manage your code and share it with others.
6. Installing the Frappé Bench
Easiest way to setup frappe on a Unix Like system is to use
frappe-bench.
The bench is a command-line utility that helps you to install
apps, manage multiple sites and update Frappe / ERPNext
apps on */nix (CentOS 6, Debian 7, Ubuntu, etc) for
development and production. Bench will also create nginx and
supervisor config files, setup backups and much more.
● Two ways of install:
– Manual Install
– Easy Install (to be explained)
7. Easy Install
● Best to setup on a blank server.
● Works on Ubuntu 14.04 to 16.04, CentOS 7+,
Debian 7 to 8 and MacOS X.
● You may have to install Python 2.7 (eg on Ubuntu
16.04+) by running apt-get install python-minimal
● You may also have to install build-essential and
python-setuptools by running apt-get install build-
essential python-setuptools
9. SWOT Analysis
● Strenghts
● Open Source
● Integration with ERP Next
● Weaknesses
● Not to be used outside
ERPNext
● Threats
● Product imitation
● Dependent on ERPNext
dissemination
● Oportunities
● Create customized solutions
●
API integration
