NextStep 2018 - OutSystems AI, #FutureOfCoding

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In contrast to the perception that AI is out to take our jobs, we believe it should be embraced as the key to developer creativity. Join us as we introduce the world of AI and coding, share our vision, and provide real-world examples.

Plan
Design
Prototype
Develop
Assure
Quality
Deploy
Release
Monitor Operate

What if we could approach
Zero time to do things?

Training
Learn Patterns from (lots of) Data
Inference
Instantly Detect or Predict
Anonymized Training Data AI / Machine Learning Model Probabilistic Prediction
A Irtificial ntelligence

Training Inference
Labeled Images
Biz-Specific Labeled Images
Product: Fluffy
Probability: 90%Fluffy

Training Inference
Annotated Legal Documents
Compliant: No
Probability: 80%
+
Annotations (Why)

Retail
The culmination of multiple
AI technologies on Image,
Customer, Product and Sensor
data to reduce friction to Zero

What about
Software Development?
The next frontier

AI Product Development
Partnerships with AI Research Groups
AI Research Lab

Plan
Design
Prototype
Develop
Assure
Quality
Deploy
Release
Monitor Operate
Software Development Powered by AI
Assisted Data Model Design
Assisted Flow Development

30%
of backend development time spent on Data Models

Customer
Order ProductLine Product
ShoppingCart
CustomerContact
Payment

5000 Data Entities
Modelled in OutSystems Imported from External Systems

70%
of changes to Data Models are additive
New Entities
New Attributes
New Connections

What if we could assist in
designing Data Models?

Order ProductLine
92%
Customer
83%Airline
0.1%
Carrier
0.5%
Product
97%
ShoppingCart
74%
Id
Total Price
...
100%
76%
StorageLocation
11%
Materials
5%
CustomerContact
79%
Payment 98%
OrderStatus
93%

40%
of backend development time spent on Business Logic

What if we could accelerate Pros
and help beginners to learn while doing?

● Learning from 12M+ code patterns
● Accelerates logic development 25%
● Reduces options to just 3
● 90% Accuracy
● All flow kinds supported
● Suggestions anywhere in the flow
AI Assisted Flow Development
Apply for Early Access today!

Plan
Design
Prototype
Develop
Assure
Quality
Deploy
Release
Monitor Operate
outsystems.ai

Claims Tracking Made Easy. How AXA Used OutSystems to Build Its Insurance Portal Fast. As a worldwide leader in insurance, AXA wanted to strengthen its relationships with independent brokers. It didn’t have the time, budget or resources to take on new projects, let alone a portal accessible by mobile phone, tablet, and PC. AXA ultimately decided that working with a low-code platform was the best solution and it chose the #1 Low-Code Platform, OutSystems.

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At NOS, the term “IT Driven” refers to IT activities as adding value to the business. That drove the use of low-code to speed up the delivery of critical projects their business needed. Hear how this leading telecommunications company grew through its relationship with OutSystems and evolved its processes into a bimodal IT approach to implement continuous delivery and provide app delivery roadmaps that benefits its customers and users.

IOOF Gives Developers a New Lease on Life With OutSystems

OutSystems

IT modernization was well underway at wealth management firm IOOF, but many of the IT staff maintaining legacy systems had outdated technical skills. With an increasing backlog of high priority digital projects, IOOF needed a way to reskill the legacy development teams quickly. By adopting low-code development with OutSystems, IOOF has unlocked the valuable business knowledge of these experienced developers and given them a new lease on life. Eliminating the need for lengthy retraining and accelerating delivery, OutSystems is proving a win-win for all concerned.

From sensor data processing to proactive alerting and ai software ag - misja ...

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Wodify Technologies has digitized the world of CrossFit gyms with fitness apps built on the OutSystems platform. The company launched its venture with a pilot app that automates the CrossFit experience for gym owners and their members. Using OutSystems, Wodify created additional apps focused on wellness and event management, extending the company’s reach to more than 1 million athletes and 4,000 gyms in 90 countries. Over the years, Wodify has delivered new releases of its app every two weeks, adding new features that its product development teams build with OutSystems.

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Removing Uninteresting Bytes in Software Fuzzing

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Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process. In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds. - These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.

Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf

Paige Cruz

Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack. While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack. I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:

Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...

UiPathCommunity

💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™: See how to accelerate model training and optimize model performance with active learning Learn about the latest enhancements to out-of-the-box document processing – with little to no training required Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath. Speakers: 👨‍🏫 Andras Palfi, Senior Product Manager, UiPath 👩‍🏫 Lenka Dulovicova, Product Program Manager, UiPath

State of ICS and IoT Cyber Threat Landscape Report 2024 preview

Prayukth 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/

UiPath Test Automation using UiPath Test Suite series, part 4

DianaGray10

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

Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...

SOFTTECHHUB

The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing. One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.

DevOps and Testing slides at DASA Connect

Kari Kakkonen

GraphRAG is All You need? LLM & Knowledge Graph

Guy Korland

Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs. 1. Unifying Large Language Models and Knowledge Graphs: A Roadmap. https://arxiv.org/abs/2306.08302 2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs: https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/

Elevating Tactical DDD Patterns Through Object Calisthenics

Dorra 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!

PHP Frameworks: I want to break free (IPC Berlin 2024)

Ralf Eggert

In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development. This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.

The Metaverse and AI: how can decision-makers harness the Metaverse for their...

Jen Stirrup

The Metaverse is popularized in science fiction, and now it is becoming closer to being a part of our daily lives through the use of social media and shopping companies. How can businesses survive in a world where Artificial Intelligence is becoming the present as well as the future of technology, and how does the Metaverse fit into business strategy when futurist ideas are developing into reality at accelerated rates? How do we do this when our data isn't up to scratch? How can we move towards success with our data so we are set up for the Metaverse when it arrives? How can you help your company evolve, adapt, and succeed using Artificial Intelligence and the Metaverse to stay ahead of the competition? What are the potential issues, complications, and benefits that these technologies could bring to us and our organizations? In this session, Jen Stirrup will explain how to start thinking about these technologies as an organisation.

GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...

Sri Ambati

FIDO Alliance Osaka Seminar: Overview.pdf

FIDO Alliance

RESUME BUILDER APPLICATION Project for students

KAMESHS29

Video Streaming: Then, Now, and in the Future

Alpen-Adria-Universität

In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.

Epistemic Interaction - tuning interfaces to provide information for AI support

Alan 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.

FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf

FIDO Alliance

Essentials of Automations: The Art of Triggers and Actions in FME

Safe Software

In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation. We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios. Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!

Elizabeth Buie - Older adults: Are we really designing for our future selves?

Nexer Digital

UiPath Community Day Dubai: AI at Work..

UiPathCommunity

Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking. 📕 Curious on our agenda? Wait no more! 10:00 Welcome note - UiPath Community in Dubai Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank 10:20 A UiPath cross-region MEA overview Ashraf El Zarka, VP and Managing Director MEA, UiPath 10:35: Customer Success Journey Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank 11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more Boris Krumrey, Global VP, Automation Innovation, UiPath 12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services. Brendan Lingam, Director of Sales and Business Development, Marc Ellis

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NextStep 2018 - OutSystems AI, #FutureOfCoding

1. outsystems.ai #FutureOfCoding

2. OutSystems One Core Goal

3. Extreme Agility

4. Plan Design Prototype Develop Assure Quality Deploy Release Monitor Operate

5. What if we could approach Zero time to do things?

6. Maximum Agility ∅

7. How?

8. A I

9. A Irtificial nteligence

10. Training Learn Patterns from (lots of) Data Inference Instantly Detect or Predict Anonymized Training Data AI / Machine Learning Model Probabilistic Prediction A Irtificial ntelligence

11. Examples

12. Computer Vision

13. Training Inference Labeled Images Biz-Specific Labeled Images Product: Fluffy Probability: 90%Fluffy

14. Legal Contract Reviews

15. Training Inference Annotated Legal Documents Compliant: No Probability: 80% + Annotations (Why)

16. Retail

17. Retail The culmination of multiple AI technologies on Image, Customer, Product and Sensor data to reduce friction to Zero

18. Maximum Agility Through AI AI

19. What about Software Development? The next frontier

20. outsystems.ai

21. AI Product Development Partnerships with AI Research Groups AI Research Lab

22. More to come soon...

23. Plan Design Prototype Develop Assure Quality Deploy Release Monitor Operate

24. Plan Design Prototype Develop Assure Quality Deploy Release Monitor Operate Software Development Powered by AI Assisted Data Model Design Assisted Flow Development

25. Assisted Data Model Design

26. 30% of backend development time spent on Data Models

27. Customer Order ProductLine Product ShoppingCart CustomerContact Payment

28. Reality isn’t as simple

29. 100 Data Entities

30. 1500 Data Entities

31. 5000 Data Entities Modelled in OutSystems Imported from External Systems

32. 70% of changes to Data Models are additive New Entities New Attributes New Connections

33.

34. 6 million data model patterns AI

35. Lots of common patterns

36. What if we could assist in designing Data Models?

37. Example

38. Order ProductLine 92% Customer 83%Airline 0.1% Carrier 0.5% Product 97% ShoppingCart 74% Id Total Price ... 100% 76% StorageLocation 11% Materials 5% CustomerContact 79% Payment 98% OrderStatus 93%

39.

40. Assisted Flow Development

41. 40% of backend development time spent on Business Logic

42. 12 million data model patterns AI

43. What if we could accelerate Pros and help beginners to learn while doing?

44. ● Learning from 12M+ code patterns ● Accelerates logic development 25% ● Reduces options to just 3 ● 90% Accuracy ● All flow kinds supported ● Suggestions anywhere in the flow AI Assisted Flow Development Apply for Early Access today!

45. Just the beginning

46. Plan Design Prototype Develop Assure Quality Deploy Release Monitor Operate outsystems.ai

47. outsystems.ai

48. outsystems.ai