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SEI Shorts

Members of Technical Staff at the Software Engineering Institute

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In these short videos, experts from the Software Engineering Institute (SEI) deliver informative snapshots of our latest research on the changing world of all things cyber. The SEI is a federally funded research and development center sponsored by the U.S. Department of Defense and operated by Carnegie Mellon University.
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Quality Bits

Lina Zubyte

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High-quality products and teams: what are those? In this podcast, Lina Zubyte takes you on a journey to understand better how to create more efficient and successful tech products with excellent quality.
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Each webinar features an SEI researcher discussing their research on software and cybersecurity problems of considerable complexity. The webinar series is a way for the SEI to accomplish its core purpose of improving the state-of-the-art in software engineering and cybersecurity and transitioning this work to the community. The SEI is a federally funded research and development center sponsored by the U.S. Department of Defense and operated by Carnegie Mellon University. The SEI Webinar Seri ...
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Software Misadventures

Ronak Nathani, Guang Yang

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A show about not just the technologies, but the people and stories behind them. In every episode, Ronak and Guang sit down with engineers, founders, and investors to chat about their paths, lessons they’ve learned and of course, the misadventures along the way.
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Behind the Tech invites listeners to geek out with an amazing line-up of tech heroes, inventors and innovators. Microsoft CTO Kevin Scott takes tech enthusiasts behind-the-scenes to meet AI experts, computer scientists, authors, musicians, digital leaders, bioengineers and neuroscientists who have made discoveries, built tools, and literally helped make our modern world possible.
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Real answers to questions about work and life in software development. Are you just starting your first software development job? Or working towards that next step in your career? Just wondering if software engineering is for you, and how to get into the industry? Or managing developers, and wondering how? Send in your question to [email protected], and we will tell you what we wish we had known in your place.
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Gosh - keeping up with web development technologies is hard! We interview the best devs in the industry who share their strategies on how they do it. We get insight into their passion for programming, the methods and tools they can’t live without, and how they keep up with the industry's rapid pace. Every episode ends with a "Quickfire Question Round": answers to 5 rapid-fire questions provide some invaluable tips on how to become a first class dev. Keep pushing the limits, and keep pushing ...
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Traditional package management systems for JavaScript have faced several inefficiencies related to dependency storage, resolution, and project performance. pnpm is a fast, disk-efficient package manager for JavaScript and TypeScript projects, serving as an alternative to npm and Yarn. Due to its efficiency and reliability, pnpm is increasingly popu…
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A recent Google survey found that many developers felt comfortable using the Rust programming language in two months or less. Yet barriers to Rust adoption remain, particularly in safety-critical systems, where features such as memory and processing power are in short supply and compliance with regulations is mandatory. In our latest podcast from t…
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Modern application development often involves juggling multiple types of databases to handle diverse data models. The lack of unification can lead to complex architectures with attendant security concerns and fragmented development workflows. SurrealDB is an open-source, multi-model database developed in Rust and integrates functionalities of many …
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Modern web development faces several challenges, particularly when building scalable, maintainable, and high-performance applications. As applications grow, managing complex user interfaces, and ensuring efficient data handling and modular code structures, becomes increasingly difficult. Angular is a TypeScript-based web framework developed by Goog…
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SED News is a monthly podcast from Software Engineering Daily where hosts Gregor Vand and Sean Falconer unpack the biggest stories shaping software engineering, Silicon Valley, and the broader tech industry. In this episode, they discuss Perplexity’s headline-grabbing offer to buy Google Chrome, the U.S. government's large stake in Intel, Meta’s ab…
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In response to Executive Order (EO) 14028, Improving the Nation’s Cybersecurity, the National Institute of Standards and Technology (NIST) recommended 11 practices for software verification. Threat modeling is at the top of the list. In this podcast from the Carnegie Mellon University Software Engineering Institute (SEI), Natasha Shevchenko and Ale…
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A common challenge in data-rich organizations is that critical context about the data is often hard to capture and even harder to keep up to date. As more people across the organization use data and data models get more complex, simply finding the right dataset can be slow and create bottlenecks. Select Star is a data discovery and metadata platfor…
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Data visualization is increasingly important as organizations prioritize data-driven decision-making. Tools that transform complex datasets into intuitive, interpretable visualizations are arguably just as critical as the data itself. Robert Kosara is a Data Visualization Developer at Observable which is a platform for creating interactive data vis…
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Access Polar (a secure and scalable knowledge graph framework) on SEI GitHub: https://github.com/cmu-sei/Polar Hasan Yasar, Technical Director, in the Software Solutions Division at SEI, responds to the question: What has the SEI done to improve observability in the DevSecOps pipeline? #devsecops #pipeline…
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Werner Vogels is the Chief Technology Officer at Amazon, where he has played a pivotal role in shaping the company’s technology vision for over two decades. Before joining Amazon in 2004, Werner was a research scientist at Cornell University where he focused on distributed systems and scalability, both of which are concepts that would later influen…
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A key challenge with designing AI agents is that large language models are stateless and have limited context windows. This requires careful engineering to maintain continuity and reliability across sequential LLM interactions. To perform well, agents need fast systems for storing and retrieving short-term conversations, summaries, and long-term fa…
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Deploying and managing cloud workloads is a complex task that requires developers to handle infrastructure, scaling, CI/CD pipelines, and database hosting. Configuring and maintaining Kubernetes, ensuring smooth deployments, and integrating various services efficiently is a common challenge. Will Stewart is the co-founder and CEO of Northflank, whi…
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Modern software teams typically rely on a patchwork of tools to manage planning, development, feature rollout, and post-release analysis. This fragmentation is a known challenge that can create friction and slow down software development iteration. It's especially problematic for cross-functional teams, where differences in roles, expertise, and wo…
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Carbon is a programming language developed by Google as a successor to C++, and it aims to provide modern safety features while maintaining high performance. It's designed to offer seamless interoperability with C++ while addressing shortcomings of C++ such as slow compilation times and lack of memory safety. Carbon also introduces features like a …
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Podman is an open-source container management tool that allows developers to build, run, and manage containers. Unlike Docker, it supports rootless containers for improved security and is fully compatible with standards from the Open Container Initiative, or OCI. Brent Baude is a Senior Principal Software Engineer at Red Hat where he works on Podma…
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SED News is a monthly podcast from Software Engineering Daily where hosts Gregor Vand and Sean Falconer unpack the biggest stories shaping software engineering, Silicon Valley, and the broader tech industry. In this episode, they explore Meta’s bold push into AI with the launch of Meta Superintelligence Labs, the dramatic twists in the Windsurf acq…
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Electron is a framework for building cross-platform desktop applications using web technologies like JavaScript, HTML, and CSS. It allows developers to package web apps with a native-like experience by bundling them with a Chromium browser and Node.js runtime. Electron is widely used for apps like VS Code, Discord, and Slack because it enables a si…
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Often, agile implementations are a struggle. Dedicated agile teams focus hard and deliver value on a regular cadence. But when results are tallied, the value teams produce may not fit neatly into the expectations of senior stakeholders. Why? In this webcast, Peter Capell addresses the importance of a practical vision to express outcomes, so that th…
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Modal is a serverless compute platform that's specifically focused on AI workloads. The company’s goal is to enable AI teams to quickly spin up GPU-enabled containers, and rapidly iterate and autoscale. It was founded by Erik Bernhardsson who was previously at Spotify for 7 years where he built the music recommendation system and the popular Luigi …
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Container images are increasingly being used as the main method for software deployment, so ensuring the reproducibility of container images is becoming a critical step in protecting the software supply chain. In practice, however, builds are often not reproducible due to elements of the build environment that rely on nondeterministic factors such …
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RxJS is an open-source library for composing asynchronous and event-based programs. It provides powerful operators for transforming, filtering, combining, and managing streams of data, from user input and web requests to real-time updates. Ben Lesh is the creator of RxJS. He joins Josh Goldberg to talk about his path into engineering and the RxJS l…
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JigsawStack is a startup that develops a suite of custom small models for tasks such as scraping, forecasting, vOCR, and translation. The platform is designed to support collaborative knowledge work, especially in research-heavy or strategy-driven environments. Yoeven Khemlani is the Founder of JigsawStack and he joins the podcast with Gregor Vand …
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Railway is a software company that provides a popular platform for deploying and managing applications in the cloud. It automates tasks such as infrastructure provisioning, scaling, and deployment and is particularly known for having a developer-friendly interface. Jake Cooper is the Founder and CEO at Railway. He joins the show to talk about the c…
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Finding and growing AI and Data talent is essential for mission success, but many skilled workers remain unseen because they lack traditional credentials. This session introduces practical strategies and prototype tools that help individuals demonstrate what they know while helping managers identify and evaluate emerging talent in these fields. Att…
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Illia Polosukhin is a veteran AI researcher and one of the original authors of the landmark Transformer paper, Attention is All You Need, which he co-authored during his time at Google Research. He has a deep background in machine learning and natural language processing, and has spent over a decade working at the intersection of AI and decentraliz…
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TypeScript is a statically typed superset of JavaScript that adds optional type annotations and modern language features to improve developer productivity and code safety. The TypeScript compiler performs type checking at compile time, catching errors before code is run, and also transforms TypeScript code into clean, standards-compliant JavaScript…
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Software enables our way of life, but market forces have sidelined security concerns leaving systems vulnerable to attack. Fixing this problem will require the software industry to develop an initial standard for creating software that is secure by design. These are the findings of a recently released paper coauthored by Greg Touhill, director of t…
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Threat modeling is intended to help defend a system from attack. It tops the list of techniques recommended by the National Institute of Standards and Technology (NIST) to secure critical systems. In a world where people with malicious intent have deadlier tools at their disposal, defenders need to take advantage of Model-Based Systems Engineering …
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Wiz is a cloud security platform that helps organizations identify and remediate risks across their cloud environments. The company’s platform scans layers of the cloud stack, including virtual machines, containers, and serverless configurations, to detect vulnerabilities and misconfigurations in context. The Model Context Protocol, or MCP, is emer…
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Welcome back to SED News, a podcast series from Software Engineering Daily where hosts Gregor Vand and Sean Falconer break down the latest stories in software engineering, Silicon Valley, and the wider tech industry. In this episode, Gregor and Sean dig into Meta’s legal battle over AI training data, discuss the strategic implications of Meta’s $14…
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Anaconda is a software company that's well-known for its solutions for managing packages, environments, and security in large-scale data workflows. The company has played a major role in making Python-based data science more accessible, efficient, and scalable. Anaconda has also invested heavily in AI tool development. Greg Jennings is the VP of En…
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ByteDance is a global technology company operating a wide range of content platforms around the world, and is best known for creating TikTok. The company operates at a massive scale, which naturally presents challenges in ensuring performance and stability across its data centers. It has over a million servers running containerized applications, an…
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DevSecOps generates a lot of data valuable for better decision making. However, decision makers may not see all they need to in order to make best use of the data for continuous improvement. The SEI open source Polar tool unlocks the data, giving DevSecOps teams greater capability to automate, which in turn means they can innovate rapidly – without…
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WayForward is a renowned video game studio that was founded in 1990. The company has developed games for publishers such as Capcom, Konami, and Nintendo and has released their games across major hardware platforms from the last 35 years. They are also the creators of the Shantae series of 2D platformers. WayForward recently developed the latest gam…
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One of the most immediate and high-impact applications of LLMs has been in software development. The models can significantly accelerate code writing, but with that increased velocity comes a greater need for thoughtful, scalable approaches to codereview. Integrating AI into the development workflow requires rethinking how to ensure quality,securit…
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Emulating retro games on modern consoles is a growing trend, and allows players to experience classic titles with improved performance, enhanced resolution, and added features like save states and rewinding. However, this process raises many challenging technical questions related to hardware compatibility, performance optimization, rendering, and …
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A January 2025 Defense Innovation Board study on scaling nontraditional defense innovation stated, “We must act swiftly to ensure the DoD leads in global innovation and competition over AI and autonomous systems – and is a trendsetter for their responsible use in modern warfare." In this podcast from the Carnegie Mellon University Software Engineer…
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Organizations looking to build and adopt artificial intelligence (AI)–enabled systems face the challenge of identifying the right capabilities and tools to support Machine Learning Operations (MLOps) pipelines. Navigating the wide range of available tools can be especially difficult for organizations new to AI or those that have not yet deployed sy…
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Welcome back to SED News, a podcast series from Software Engineering Daily where hosts Gregor Vand and Sean Falconer break down the latest stories in software engineering, Silicon Valley, and wider tech world. In this episode, Gregor and Sean unpack what’s going with Deel and Rippling, explore why Databricks and Snowflake are making big bets on Pos…
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TanStack is an open-source collection of high-performance libraries for JavaScript and TypeScript applications, primarily focused on state management, data fetching, and table utilities. It includes popular libraries like TanStack Query, TanStack Table, and TanStack Router. These libraries emphasize declarative APIs, optimized performance, and deve…
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Evaluations are critical for assessing the quality, performance, and effectiveness of software during development. Common evaluation methods include code reviews and automated testing, and can help identify bugs, ensure compliance with requirements, and measure software reliability. However, evaluating LLMs presents unique challenges due to their c…
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A major challenge with creating distributed applications is achieving resilience, reliability, and fault tolerance. It can take considerable engineering time to address non-functional concerns like retries, state synchronization, and distributed coordination. Event-driven models aim to simplify these issues, but often introduce new difficulties in …
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Warfighters in the Department of Defense (DoD) operate in high-stakes environments where security, efficiency, and speed are critical. In such environments DevSecOps has become crucial in the drive toward modernization and overall mission success. A recent study led by researchers at the Carnegie Mellon University Software Engineering Institute (SE…
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Agentic AI is seen as a key frontier in artificial intelligence, enabling systems to autonomously act, adapt in real-time, and solve complex, multi-step problems based on objectives and context. Unlike traditional rule-based or generative AI, which are limited to predefined or reactive tasks, agentic AI processes vast information, models uncertaint…
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