From a "simple" finetuning to your own Mixture of Expert model using opensource models. Nowadays training from scratch an LLM is a so huge effort also for very big company. Starting from pre-trained models to create your own model is no more a way for resourceless companies, but a often a must starting point.
- Lora - Quantization and QLora - Injecting embeddings model into Lora to manage multiple Lora adapters. - Mixing models - Creating your MoE (Mixture of experts) model using several finetuned (Your own) models
Winner of three AI awards, I’ve been working in AI and machine learning for 25 years, designing and developing AI and computer graphic algorithms.I’m very passionate about AI, focusing on Audio, Image and Natural Language Processing, and predictive analysis as well.I received... Read More →
Anil Inamdar, Instaclustr by NetApp, Head of Data Solutions
For dev teams building and training their own AI models, ending up with AI solutions plagued by hallucinations and reliability issues is a (rightfully) huge concern. The good news: vector databases make generative AI considerably more reliable and less prone to hallucinations. The even better news: a number of *100% free and open source* vector databases are especially great options for supporting AI workloads.
The good news keeps coming for teams considering an open source vector database path: it isn’t necessary to invest in implementing new or exotic or proprietary or specialized data-layer solutions to harness vector databases. Many enterprises will find that their existing infrastructure can already support AI workloads (while continuing to provide the familiar data availability, scalability, and performance they already know they can trust). In particular, PostgreSQL (with the pgvector extension), OpenSearch, and Apache Cassandra 5.0 (with its new native vector indexing) are three completely open source technologies—no proprietary or open core solutions needed—that tick all the boxes for meeting enterprises’ AI workloads requirements.
Attendees of this Dev Innovation Summit session will learn how open source vector databases utilize vector embeddings to enable more accurate LLMs, and how to strategically approach and implement retrieval augmented generation (RAG) processes. Attendees will also come away with a clear understanding of the advantages offered by PostgreSQL with pgvector, OpenSearch and Cassandra 5.0 as particularly mature open source vector database strategies ready to jumpstart your organization’s competitive AI capabilities.
Anil Inamdar is the VP & Head of Data Solutions at Instaclustr by NetApp. Anil has 20+ years of experience in data and analytics roles. Joining Instaclustr in 2019, he works with organizations to drive successful data-centric digital transformations via the right cultural, operational... Read More →
Discover Intuit's in-house built developer portal journey which serves 5000+ developers and another 4000+ non developer personas - A shift from Developer Portal to Development Portal.
Intuit serves 100M users annually using a centralized Development Portal. It supports Day 0, 1 and 2 actions right out-of-the-box: from no-code infrastructure provisioning templates to monitoring dashboards and end-of-life management. But that's just where the fun starts: Intuit has a come a long way from building experiences for service developers to supporting various personas such as web, mobile, data developers as well as product managers and leaders. In this session, we will share some of our most powerful and efficient workflows (intelligent infrastructure provisioning, automated software lifecycle grading, application discovery and much more) and finally how we work with internal platform teams to add new capabilities in our Portal and its Information Architecture.
Obsolescence in tech is inevitable, making code migrations a necessary part of staying competitive. Yet, despite their potential benefits, the high costs often make these migrations unfeasible, leading businesses to delay them until they become critical for survival. But what if migrations could deliver 10x the ROI and serve as a strategic advantage instead of an unavoidable cost? In this talk, tailored for tech leaders, engineers, and business stakeholders, you’ll discover how tech giants like Meta break down and solve the challenges of code migration with effective tools and expertise—allowing them to innovate rapidly, even with very large and growing codebases. You’ll learn how to turn migrations into a powerful advantage for your team, too.
Alex, a PhD dropout in Systems Engineering, has built AI-powered automation platforms at Meta, processing billions of content daily. Alex founded Codemod to create a better version of the internal code automation platform at Meta for the rest of the world.
Ankit Jain, Aviator Technologies, Co-founder & CEO
In this talk we will delve into the nuanced world of software engineering, where the emphasis on metrics can often overshadow the crucial aspect of developer experience. We will explore how an over-reliance on metrics can hinder innovation, cause unexpected behaviors, and ultimately erode team morale.
Discover alternative approaches to scaling developer experience that prioritize human-centric methodologies over mere data points. We will also dive into practical strategies to use automation and ownership to scale developer experience.
Ankit is a cofounder and CEO of dev-productivity startup Aviator Technologies and also leads the ex-Google alumni network (Xoogler.co). Previously he led engineering teams at Sunshine, Homejoy and Shippo. Prior to that, Ankit was also an EIR at Unshackled Ventures and an engineer... Read More →
What would you envision your futuristic web framework to be like? What kind of properties would it have, and what would it enable for you?
For me, the future of web frameworks should be performant by default, developer friendly, minimal but flexible to business needs, and use both the client and the server runtimes to their maximum potential.
It’s a tough criteria, and most frameworks fail to meet a lot of these requirements. However, Solid Start is a relatively new framework that checks all of these boxes, aims for a very high ceiling, and has already inspired many popular frameworks to add similar features.
Let’s take a look at the shape of frameworks to come in this session by building a sample application with Solid Start, witness its incredible UX and DX capabilities, and how it compares to other frameworks like Next.js and Astro.
Dev Agrawal is a software engineer at Smart Data, and makes content on YouTube and Twitch around software development and design. Dev has been writing fullstack javascript applications for 7 years, has an interest in devtools that enable productivity, home brewing coffee, and heavy... Read More →
Developing cross-platform applications is complex. Some frameworks allow us to share the business logic and some go further and allow us to share the UI layer. But even then – working with device hardware requires developers familiar with each target platform to maintain it and can still lead to error-prone platform-specific code.
What if you could write it all in either C# or XAML, from any dev environment, deploy to any platform, at 5x the speed, and have it all pixel-perfect without any lock-in? Enter Uno Platform, an open-source project enabling amazing dev productivity for building Windows, Android, iOS, macOS, Linux, and WebAssembly apps!
In this session, we will provide a brief overview of what Uno Platform is and how it works before we take a deep dive under the hood and see where the magic happens.
Steve is a Senior Engineer, a .NET Microsoft MVP, and one of the core maintainers of the open-source Uno Platform project. When not at his computer, he is either watching the Montreal Canadiens lose or asleep on the couch.
Roundtables give attendees the opportunity to meet in small groups with API World, CloudX + Dev Innovation Summit speakers and industry leaders to discuss real-world topics relevant to you. These open roundtables are working sessions for in-depth industry conversations.
Dev Agrawal is a software engineer at Smart Data, and makes content on YouTube and Twitch around software development and design. Dev has been writing fullstack javascript applications for 7 years, has an interest in devtools that enable productivity, home brewing coffee, and heavy... Read More →
As developers, we continually put third-party code snippets into our organization’s websites to run features like chatbots, analytics, and payment gateways. However, these scripts have become a significantly increasing attack vector for cybercriminals—putting user data and businesses at risk. From the infamous British Airways breach to the recent Kaiser Permanente incident (and many more in between), the consequences of failing to secure these code vulnerabilities aren’t for the faint of heart.
In this Dev Innovation Summit session, we’ll dive deep into the unique challenges posed by the third-party code scripts that run behind the scenes in your user’s browsers. You’ll gain a technical understanding of how exactly these attacks occur and why they’ve been so difficult to monitor and secure. Through real-world examples and case studies, the talk will explore the tactics hackers employ to exploit these code vulnerabilities.
Simon Wijckmans is the CEO and co-founder of c/side. His career has focused on web security, product management, cloud solutions, and developer experience. His technical experience includes work at Cloudflare, Vercel, and Microsoft.
With the AI craze taking over the world, a race is on to develop capable autonomous AI agents. For these agents to offer meaningful capabilities - they need to integrate with the outside world to get access to current information and be able to take actions on behalf of users. Two common approaches battle on for this - creating API integrations and using screen scraping. Each approach has advantages and risks - this session will introduce both approaches in depth, provide real world technical examples, and discuss when to choose which one!
Part of Forbes 30 Under 30 list, he's a 2017 Thiel Fellow. Previously, he was a Co-organizer of Hacking Gen Y. Iddo has been programming since he was a kid and continues to contribute to open-source projects. Originally from Haifa, Israel, Iddo is based in San Francisco, CA.
Alain Chautard, Angular Training, Expert Web Consultant
We will test a web application from scratch using Cypress. Step by step, we will learn about Cypress features, implement those in our tests. We will be testing various aspects of the application (navigation, clicks, user input), and see how to debug and improve our tests, make then more readable, and even how to mock the server-side in order to test more scenarios on the front-end.
Alain is a Google Developer Expert in Angular and Maps platform. He started working with Angular JS in 2011.Since then, he has worked with all Angular versions daily, both as a developer and as a technical trainer. He runs the Angular certification program for Angular Training.He... Read More →
Rust has been the most loved programming language for the past eight years, as highlighted by StackOverflow's developer survey. Its acclaim is backed by adoption from tech giants like Microsoft, Google, and Meta. Rust's blend of expressiveness, performance, safety, and fearless concurrency makes it ideal for multi-core CPUs. Additionally, Rust's ability to compile into WebAssembly enables seamless execution in browsers and edge computing environments.
Mastering Rust can be challenging, especially for developers with a background in non-system languages. Adopting Rust with the right mindset and suitable projects is crucial for a smooth transition and successful implementation.
In this talk, we will explore Rust's core principles and provide practical guidance for developers experienced in Java, TypeScript, and like languages. We will highlight projects where Rust excels, offering high value with minimal risk.
Ramnivas leads the development of Exograph, a declarative approach to implementing backends. He has led innovation in Spring Framework and Cloud Foundry since their beginning. Ramnivas is the author of AspectJ in Action, the best-selling book on aspect-oriented programming lauded... Read More →
Roundtables give attendees the opportunity to meet in small groups with API World, CloudX + Dev Innovation Summit speakers and industry leaders to discuss real-world topics relevant to you. These open roundtables are working sessions for in-depth industry conversations.
Alain is a Google Developer Expert in Angular and Maps platform. He started working with Angular JS in 2011.Since then, he has worked with all Angular versions daily, both as a developer and as a technical trainer. He runs the Angular certification program for Angular Training.He... Read More →
In this talk, we share the results of an in-depth analysis of data gathered from over 1 billion open source package downloads across more than 2000 diverse projects on Scarf. Our findings offer valuable insights into user behaviors and interactions with open source software, making it essential for maintainers, founders, and executives in open source companies. During the presentation, we delve deep into our data, uncovering the best practices employed by successful open source projects. We explore a wide array of topics, including various download formats, packaging systems, regional download trends, and user-favored documentation types. Additionally, we discuss the impact of community engagement and how maintainers can harness their user base to boost project adoption and drive business growth. Attendees can expect to leave this talk equipped with actionable insights and best practices to optimize their open source projects and thrive in the competitive landscape of open source software.
Avi Press is a developer tool author, and functional programming language enthusiast, serving as a founder & CEO of Scarf. Avi loves thinking about and discussing how people can solve problems by more effectively sharing data, and how that applies to building a sustainable open-source... Read More →
Discover how Generative AI can revolutionize developer productivity, enabling teams to achieve unprecedented efficiency. This talk will explore cutting-edge AI tools and techniques that automate repetitive tasks, optimize code, and streamline workflows. Attendees will learn practical strategies to integrate Generative AI into their development processes, boosting creativity and accelerating project timelines. Ideal for software developers, team leads, and tech enthusiasts looking to harness the power of AI to enhance their productivity and deliver high-quality software faster.
Gautam is a technology leader with 16 years of experience in building and delivering technology solutions in data engineering, AI/ML modeling and cloud.He has worked in multiple geographies across Europe, Asia and USA. He is a seasoned professional in Fintech and Telcom billing domains... Read More →
From a "simple" finetuning to your own Mixture of Expert model using opensource models. Nowadays training from scratch an LLM is a so huge effort also for very big company. Starting from pre-trained models to create your own model is no more a way for resourceless companies, but a often a must starting point.
- Lora - Quantization and QLora - Injecting embeddings model into Lora to manage multiple Lora adapters. - Mixing models - Creating your MoE (Mixture of experts) model using several finetuned (Your own) models
Winner of three AI awards, I’ve been working in AI and machine learning for 25 years, designing and developing AI and computer graphic algorithms.I’m very passionate about AI, focusing on Audio, Image and Natural Language Processing, and predictive analysis as well.I received... Read More →
Anil Inamdar, Instaclustr by NetApp, Head of Data Solutions
For dev teams building and training their own AI models, ending up with AI solutions plagued by hallucinations and reliability issues is a (rightfully) huge concern. The good news: vector databases make generative AI considerably more reliable and less prone to hallucinations. The even better news: a number of *100% free and open source* vector databases are especially great options for supporting AI workloads.
The good news keeps coming for teams considering an open source vector database path: it isn’t necessary to invest in implementing new or exotic or proprietary or specialized data-layer solutions to harness vector databases. Many enterprises will find that their existing infrastructure can already support AI workloads (while continuing to provide the familiar data availability, scalability, and performance they already know they can trust). In particular, PostgreSQL (with the pgvector extension), OpenSearch, and Apache Cassandra 5.0 (with its new native vector indexing) are three completely open source technologies—no proprietary or open core solutions needed—that tick all the boxes for meeting enterprises’ AI workloads requirements.
Attendees of this Dev Innovation Summit session will learn how open source vector databases utilize vector embeddings to enable more accurate LLMs, and how to strategically approach and implement retrieval augmented generation (RAG) processes. Attendees will also come away with a clear understanding of the advantages offered by PostgreSQL with pgvector, OpenSearch and Cassandra 5.0 as particularly mature open source vector database strategies ready to jumpstart your organization’s competitive AI capabilities.
Anil Inamdar is the VP & Head of Data Solutions at Instaclustr by NetApp. Anil has 20+ years of experience in data and analytics roles. Joining Instaclustr in 2019, he works with organizations to drive successful data-centric digital transformations via the right cultural, operational... Read More →
Discover Intuit's in-house built developer portal journey which serves 5000+ developers and another 4000+ non developer personas - A shift from Developer Portal to Development Portal.
Intuit serves 100M users annually using a centralized Development Portal. It supports Day 0, 1 and 2 actions right out-of-the-box: from no-code infrastructure provisioning templates to monitoring dashboards and end-of-life management. But that's just where the fun starts: Intuit has a come a long way from building experiences for service developers to supporting various personas such as web, mobile, data developers as well as product managers and leaders. In this session, we will share some of our most powerful and efficient workflows (intelligent infrastructure provisioning, automated software lifecycle grading, application discovery and much more) and finally how we work with internal platform teams to add new capabilities in our Portal and its Information Architecture.
Obsolescence in tech is inevitable, making code migrations a necessary part of staying competitive. Yet, despite their potential benefits, the high costs often make these migrations unfeasible, leading businesses to delay them until they become critical for survival. But what if migrations could deliver 10x the ROI and serve as a strategic advantage instead of an unavoidable cost? In this talk, tailored for tech leaders, engineers, and business stakeholders, you’ll discover how tech giants like Meta break down and solve the challenges of code migration with effective tools and expertise—allowing them to innovate rapidly, even with very large and growing codebases. You’ll learn how to turn migrations into a powerful advantage for your team, too.
Alex, a PhD dropout in Systems Engineering, has built AI-powered automation platforms at Meta, processing billions of content daily. Alex founded Codemod to create a better version of the internal code automation platform at Meta for the rest of the world.
25 years after Agent Smith coined “Never send a human to do a machine’s job”, this futuristic idea seems closer than ever...
Not so long ago, AI was known for its ability to excel at specific tasks (“cat vs dog”), earning it the reputation of a specialist. However, with the advent of Large Language Models like OpenAI’s GPT, AI has transformed into a generalist, capable of writing naturally, answering questions, and even generating code. Despite facing limitations such as hallucinations, knowledge cutoffs, and struggles with basic math, these AI systems have opened up a world of possibilities.
Today, the next frontier in AI development are AI agents. By combining the power of LLMs with advanced capabilities such as planning, reflection, and tool use, AI agents are becoming the “jack-of-all-trades” in the tech world. Drawing inspiration from human cognition, AI Agents can accomplish complex goals, thinking and acting much like us humans. Join us as we explore agentic workflows and discuss the role of developers in guiding AI agents and shaping the future of AI. We’ll get familiar with the world of AI agents, and understand their potential to revolutionize the way we work and interact with technology, ultimately allowing humans (and developers 😉) to focus on the bigger picture.
Jonathan is a digital comedian - touching on everything that involves humor, technology and creativity. He is the VP R&D and cofounder of Fine, a company that helps developers build software with AI agents; and the creator of "Dark{mode}": a docu-comedy web series that covers developer... Read More →
Ankit Jain, Aviator Technologies, Co-founder & CEO
In this talk we will delve into the nuanced world of software engineering, where the emphasis on metrics can often overshadow the crucial aspect of developer experience. We will explore how an over-reliance on metrics can hinder innovation, cause unexpected behaviors, and ultimately erode team morale.
Discover alternative approaches to scaling developer experience that prioritize human-centric methodologies over mere data points. We will also dive into practical strategies to use automation and ownership to scale developer experience.
Ankit is a cofounder and CEO of dev-productivity startup Aviator Technologies and also leads the ex-Google alumni network (Xoogler.co). Previously he led engineering teams at Sunshine, Homejoy and Shippo. Prior to that, Ankit was also an EIR at Unshackled Ventures and an engineer... Read More →
What would you envision your futuristic web framework to be like? What kind of properties would it have, and what would it enable for you?
For me, the future of web frameworks should be performant by default, developer friendly, minimal but flexible to business needs, and use both the client and the server runtimes to their maximum potential.
It’s a tough criteria, and most frameworks fail to meet a lot of these requirements. However, Solid Start is a relatively new framework that checks all of these boxes, aims for a very high ceiling, and has already inspired many popular frameworks to add similar features.
Let’s take a look at the shape of frameworks to come in this session by building a sample application with Solid Start, witness its incredible UX and DX capabilities, and how it compares to other frameworks like Next.js and Astro.
Dev Agrawal is a software engineer at Smart Data, and makes content on YouTube and Twitch around software development and design. Dev has been writing fullstack javascript applications for 7 years, has an interest in devtools that enable productivity, home brewing coffee, and heavy... Read More →
Developing cross-platform applications is complex. Some frameworks allow us to share the business logic and some go further and allow us to share the UI layer. But even then – working with device hardware requires developers familiar with each target platform to maintain it and can still lead to error-prone platform-specific code.
What if you could write it all in either C# or XAML, from any dev environment, deploy to any platform, at 5x the speed, and have it all pixel-perfect without any lock-in? Enter Uno Platform, an open-source project enabling amazing dev productivity for building Windows, Android, iOS, macOS, Linux, and WebAssembly apps!
In this session, we will provide a brief overview of what Uno Platform is and how it works before we take a deep dive under the hood and see where the magic happens.
Steve is a Senior Engineer, a .NET Microsoft MVP, and one of the core maintainers of the open-source Uno Platform project. When not at his computer, he is either watching the Montreal Canadiens lose or asleep on the couch.
As developers, we continually put third-party code snippets into our organization’s websites to run features like chatbots, analytics, and payment gateways. However, these scripts have become a significantly increasing attack vector for cybercriminals—putting user data and businesses at risk. From the infamous British Airways breach to the recent Kaiser Permanente incident (and many more in between), the consequences of failing to secure these code vulnerabilities aren’t for the faint of heart.
In this Dev Innovation Summit session, we’ll dive deep into the unique challenges posed by the third-party code scripts that run behind the scenes in your user’s browsers. You’ll gain a technical understanding of how exactly these attacks occur and why they’ve been so difficult to monitor and secure. Through real-world examples and case studies, the talk will explore the tactics hackers employ to exploit these code vulnerabilities.
Simon Wijckmans is the CEO and co-founder of c/side. His career has focused on web security, product management, cloud solutions, and developer experience. His technical experience includes work at Cloudflare, Vercel, and Microsoft.
With the AI craze taking over the world, a race is on to develop capable autonomous AI agents. For these agents to offer meaningful capabilities - they need to integrate with the outside world to get access to current information and be able to take actions on behalf of users. Two common approaches battle on for this - creating API integrations and using screen scraping. Each approach has advantages and risks - this session will introduce both approaches in depth, provide real world technical examples, and discuss when to choose which one!
Part of Forbes 30 Under 30 list, he's a 2017 Thiel Fellow. Previously, he was a Co-organizer of Hacking Gen Y. Iddo has been programming since he was a kid and continues to contribute to open-source projects. Originally from Haifa, Israel, Iddo is based in San Francisco, CA.
Alain Chautard, Angular Training, Expert Web Consultant
We will test a web application from scratch using Cypress. Step by step, we will learn about Cypress features, implement those in our tests. We will be testing various aspects of the application (navigation, clicks, user input), and see how to debug and improve our tests, make then more readable, and even how to mock the server-side in order to test more scenarios on the front-end.
Alain is a Google Developer Expert in Angular and Maps platform. He started working with Angular JS in 2011.Since then, he has worked with all Angular versions daily, both as a developer and as a technical trainer. He runs the Angular certification program for Angular Training.He... Read More →
Rust has been the most loved programming language for the past eight years, as highlighted by StackOverflow's developer survey. Its acclaim is backed by adoption from tech giants like Microsoft, Google, and Meta. Rust's blend of expressiveness, performance, safety, and fearless concurrency makes it ideal for multi-core CPUs. Additionally, Rust's ability to compile into WebAssembly enables seamless execution in browsers and edge computing environments.
Mastering Rust can be challenging, especially for developers with a background in non-system languages. Adopting Rust with the right mindset and suitable projects is crucial for a smooth transition and successful implementation.
In this talk, we will explore Rust's core principles and provide practical guidance for developers experienced in Java, TypeScript, and like languages. We will highlight projects where Rust excels, offering high value with minimal risk.
Ramnivas leads the development of Exograph, a declarative approach to implementing backends. He has led innovation in Spring Framework and Cloud Foundry since their beginning. Ramnivas is the author of AspectJ in Action, the best-selling book on aspect-oriented programming lauded... Read More →
Discover how Generative AI can revolutionize developer productivity, enabling teams to achieve unprecedented efficiency. This talk will explore cutting-edge AI tools and techniques that automate repetitive tasks, optimize code, and streamline workflows. Attendees will learn practical strategies to integrate Generative AI into their development processes, boosting creativity and accelerating project timelines. Ideal for software developers, team leads, and tech enthusiasts looking to harness the power of AI to enhance their productivity and deliver high-quality software faster.
Gautam is a technology leader with 16 years of experience in building and delivering technology solutions in data engineering, AI/ML modeling and cloud.He has worked in multiple geographies across Europe, Asia and USA. He is a seasoned professional in Fintech and Telcom billing domains... Read More →
