Machine Learning Archives - Software Engineering Daily

Daytona with Ivan Burazin

Cloud-based software development platforms such as GitHub Codespaces continue to grow in popularity. These platforms are attractive to enterprise organizations because they can be managed centrally with security controls. However, many, if not most, developers prefer a local IDE. Daytona is aiming to bridge that gap. It’s a layer between a local IDE and a backend server, so developers can work locally while interfacing invisibly with a remote environment. Ivan Burazin is the CEO and Co-Founder at Daytona, and he joins the show today to talk about how Daytona works, Spotify as an inspiration for his product, and more. Jordi Mon Companys is a product manager and marketer that specializes in software delivery, developer experience, cloud native and open source. He has developed his career at companies like GitLab, Weaveworks, Harness and other platform and devtool providers. His interests range from software supply chain security to open source innovation. You can reach out to him on Twitter at @jordimonpmm Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Daytona with Ivan Burazin appeared first on Software Engineering Daily.

GraphAware with Luanne Misquitta

Knowledge graphs are an intuitive way to define relationships between objects, events, situations, and concepts. Their ability to encode this information makes them an attractive database paradigm. Hume is a graph-based analysis solution developed by GraphAware. It represents data as a network of interconnected entities and provides analysis capabilities to extract insights from the data. Luanne Misquitta is VP of Engineering at GraphAware and she joins the show today to talk about graph databases, and the engineering of Hume. Starting her career as a software developer, Jocelyn Houle is now a Senior Director of Product Management at Securiti.ai, a unified data protection and governance platform. Before that, she was an Operating Partner at Capital One Ventures investing in data and AI startups. Jocelyn has been a founder of two startups and a full life cycle, technical product manager at large companies like Fannie Mae, Microsoft and Capital One.  Follow Jocelyn on LinkedIn  or Twitter @jocelynbyrne. Please click here to view this show’s transcript. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post GraphAware with Luanne Misquitta appeared first on Software Engineering Daily.

Speechlab and Realtime Translation with Ivan Galea

Speech technology has been around for a long time, but in the last 12 months it’s undergone a quantum leap. New speech synthesis models are able to produce speech that’s often indistinguishable from real speech. I’m sure many listeners have heard deep fakes where computer speech perfectly mimics the voice of famous actors or public figures. A major factor in driving the ongoing advances is generative AI. Speechlab is at the forefront of using new AI techniques for realtime dubbing, which is the process of converting speech from one language into another. For the interested listener, we recommend hearing the examples with President Obama speaking Spanish or Elon Musk speaking Japanese. Check out the show notes for a link to the video. Ivan Galea is the Co-founder and President at Speechlab and he joins the show to talk about how we’re on the cusp of reaching the holy grail of speech technology – real time dubbing – and how this will erase barriers to communication and likely transform the world. This episode is hosted by Lee Atchison. Lee Atchison is a software architect, author, and thought leader on cloud computing and application modernization. His best-selling book, Architecting for Scale (O’Reilly Media), is an essential resource for technical teams looking to maintain high availability and manage risk in their cloud environments. Lee is the host of his podcast, Modern Digital Business, an engaging and informative podcast produced for people looking to build and grow their digital business with the help of modern applications and processes developed for today’s fast-moving business environment. Listen at mdb.fm. Follow Lee at softwarearchitectureinsights.com, and see all his content at leeatchison.com. Please click here to view this show’s transcript. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Speechlab and Realtime Translation with Ivan Galea appeared first on Software Engineering Daily.

Sourcegraph with Quinn Slack

If you’re a developer, there’s a good chance you’ve experimented with coding assistants like GitHub Copilot. Many developers have even fully integrated these tools into their workflows. One way these tools accelerate development is by autocompleting entire blocks of code. The AI achieves this by having awareness of the surrounding code. It understands context. However, in many cases the context available to an AI is limited. This restricts the AI’s ability to suggest more sweeping changes to a codebase, or even to refactor an entire application. Quinn Slack is the CEO of Sourcegraph. He is now hard at work on the challenge of giving more context to AI – to make it aware of entire codebases, dependencies, error logs, and other data. Quinn joins the show today to talk about what it takes to move beyond code autocomplete, how to develop the next generation of coding AI, and what the future looks like for software engineers and programming languages. Josh Goldberg is an independent full time open source developer in the TypeScript ecosystem. He works on projects that help developers write better TypeScript more easily, most notably on typescript-eslint: the tooling that enables ESLint and Prettier to run on TypeScript code. Josh regularly contributes to open source projects in the ecosystem such as ESLint and TypeScript. Josh is a Microsoft MVP for developer technologies and the author of the acclaimed Learning TypeScript (O’Reilly), a cherished resource for any developer seeking to learn TypeScript without any prior experience outside of JavaScript. Josh regularly presents talks and workshops at bootcamps, conferences, and meetups to share knowledge on TypeScript, static analysis, open source, and general frontend and web development. You can find Josh on: Bluesky, Fosstodon, Twitter, Twitch, YouTube, and joshuakgoldberg.com. Please click here to view this show’s transcript. Sponsorship inquiries: sponsor@softwareengineeringdaily.com The post Sourcegraph with Quinn Slack appeared first on Software Engineering Daily.

Stack Overflow in the AI era with Ellen Brandenberger

When StackOverflow launched in 2008 it lowered the barrier to writing complex software. It solved the longstanding problem of accessing accurate and reliable programming knowledge by offering a collaborative space where programmers could ask questions, share insights, and receive high-quality answers from a community of experts. Generative AI has impacted the way programmers want to consume this knowledge. It has also opened new possibilities in terms of getting a personalized and real-time response. StackOverflow has decided to put a fifth of its organizational effort in Generative AI to improve the user experience of the website. Ellen Brandenberger leads the Product Innovation team at Stack Overflow and she joins us in this episode. Sean’s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at Skyflow and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter @seanfalconer . Sponsorship inquiries: sponsor@softwareengineeringdaily.com Please click here to view this show’s transcript. The post Stack Overflow in the AI era with Ellen Brandenberger appeared first on Software Engineering Daily.