Software Engineering Radio - the podcast for professional software developers

team@se-radio.net (SE-Radio Team)
  • 4.4 (270)
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  • 一周一更

Software Engineering Radio is a podcast targeted at the professional software developer. The goal is to be a lasting educational resource, not a newscast. SE Radio covers all topics software engineering. Episodes are either tutorials on a specific topic, or an interview with a well-known character from the software engineering world. All SE Radio episodes are original content — we do not record conferences or talks given in other venues. SE Radio is brought to you by the IEEE Computer Society and IEEE Software magazine.

  1. 1天前

    Philip Kiely on Multi-Model AI

    Philip Kiely, software developer relations lead at Baseten, speaks with host Jeff Doolittle about multi-agent AI, emphasizing how to build AI-native software beyond simple ChatGPT wrappers. Kiely advocates for composing multiple models and agents that take action to achieve complex user goals, rather than just producing information. He explains the transition from off-the-shelf models to custom solutions, driven by needs for domain-specific quality, latency improvements, and economic sustainability, which introduces the engineering challenge of inference engineering. Kiely stresses that AI engineering is primarily software engineering with new challenges, requiring robust observability and careful consideration of trust and safety through evals and alignment. He recommends an approach of iterative experimentation to get started with multi-agent AI systems. Brought to you by IEEE Computer Society and IEEE Software magazine.

    57 分钟

  2. 11月25日

    Flavia Saldanha on Data Engineering for AI

    Flavia Saldanha, a consulting data engineer, joins host Kanchan Shringi to discuss the evolution of data engineering from ETL (extract, transform, load) and data lakes to modern lakehouse architectures enriched with vector databases and embeddings. Flavia explains the industry's shift from treating data as a service to treating it as a product, emphasizing ownership, trust, and business context as critical for AI-readiness. She describes how unified pipelines now serve both business intelligence and AI use cases, combining structured and unstructured data while ensuring semantic enrichment and a single source of truth. She outlines key components of a modern data stack, including data marketplaces, observability tools, data quality checks, orchestration, and embedded governance with lineage tracking. This episode highlights strategies for abstracting tooling, future-proofing architectures, enforcing data privacy, and controlling AI-serving layers to prevent hallucinations. Saldanha concludes that data engineers must move beyond pure ETL thinking, embrace product and NLP skills, and work closely with MLOps, using AI as a co-pilot rather than a replacement. Brought to you by IEEE Computer Society and IEEE Software magazine.

    1 小时 14 分钟

  3. 11月19日

    Dave Thomas on Building eBooks Infrastructure

    Dave Thomas, author of The Pragmatic Programmer, The Manifesto for Agile Software Development, Programming Ruby, Agile Web Development with Rails, Programming Elixir, Simplicity, and co-founder of the Pragmatic Bookshelf, speaks with SE Radio host Gavin Henry about building infrastructure for eBooks. They discuss what an eBook is, the various formats, what infrastructure is needed to build them, how an author writes an book, the history of the Pragmatic Bookshelf, how they have evolved, how to handle links within eBooks, why humans are so important in the writing process, and why AI can help with your writing -- once you've written your content. Thomas discusses PDFs, eBooks, Mobi files, ePub files, CI/CD pipelines, WYSWYG, Markdown files, Pragmatic Markup Language, embedding code, AI agents, images, printing PDFs, JVMs, Java, jRuby, and how Markdown won the plain text writing format wars. Brought to you by IEEE Computer Society and IEEE Software magazine.

    1 小时 3 分钟

  4. 11月12日

    Jennings Anderson and Amy Rose on Overture Maps

    Jennings Anderson, a Software Engineer with Meta Platforms, and Amy Rose, the Chief Technology Officer at Overture Maps Foundation, speak with host Gregory M. Kapfhammer about the Overture Maps project, which creates reliable, easy-to-use, and interoperable open map data. After exploring the foundations of geospatial information systems, Gregory and his guests dive deep into the implementation of Overture Maps through features like the Global Entity Reference System (GERS). In addition to discussing the organizational structure of the Overture Maps Foundation and the need for a unified database of geospatial data, Jennings and Amy explain how to implement applications using data from Overture Maps. Brought to you by IEEE Computer Society and IEEE Software magazine.

    1 小时 4 分钟

  5. 11月6日

    Mark Williamson on AI-Assisted Debugging

    Mark Williamson, CTO of Undo, joins host Priyanka Raghavan to discuss AI-assisted debugging. The conversation is structured around three main objectives: understanding how AI can serve as a debugging assistant;  examining AI-powered debugging tools; exploring whether AI debuggers can independently find and fix bugs. Mark highlights how AI can support debugging with its ability to analyze vast amounts of data, narrow down issues, and even generate tests. From there, the discussion turns to AI debugging tools, with a particular look at ChatDBG's strengths and limitations, with a peek at time travel debugging. In the final segment, they consider several real-world scenarios and evaluate the feasibility and practicality of AI acting autonomously in debugging. Brought to you by IEEE Computer Society and IEEE Software magazine.

    54 分钟

  6. 10月28日

    Sourabh Satish on Prompt Injection

    Sourabh Satish, CTO and co-founder of Pangea, speaks with SE Radio's Brijesh Ammanath about prompt injection. Sourabh begins with the basic concepts underlying prompt injection and the key risks it introduces. From there, they take a deep dive into the OWASP Top 10 security concerns for LLMs, and Sourabh explains why prompt injection is the top risk in this list. He describes the $10K Prompt Injection challenge that Pangea ran, and explains the key learnings from the challenge. The episode finishes with discussion of specific prompt-injection techniques and the security guardrails used to counter the risk. Brought to you by IEEE Computer Society and IEEE Software magazine.

    1 小时 5 分钟

  7. 10月22日

    Kacper Łukawski on Qdrant Vector Database

    Kacper Łukawski, a Senior Developer Advocate at Qdrant, speaks with host Gregory M. Kapfhammer about the Qdrant vector database and similarity search engine. After introducing vector databases and the foundational concepts undergirding similarity search, they dive deep into the Rust-based implementation of Qdrant. Along with comparing and contrasting different vector databases, they also explore the best practices for the performance evaluation of systems like Qdrant. Kacper and Gregory also discuss topics such as the steps for using Python to build an AI-powered application that uses Qdrant. Brought to you by IEEE Computer Society and IEEE Software magazine.

    1 小时

  8. 10月14日

    Florian Gilcher on Rust for Safety-Critical Systems

    Florian Gilcher, co-founder of Ferrous Systems and the Rust Foundation, speaks with host Giovanni Asproni about the application of Rust in mission- and safety-critical systems. The discussion starts with a brief overview of such systems, and an introduction to Rust, emphasizing aspects that make it well-suited for critical environments. Florian and Giovanni then discuss how Rust compares to C and C++ — two widely used languages in this sector. They proceed to outline important factors that companies should consider when assessing whether to move from C or other languages to Rust. The episode also touches on Ferrocene, an open-source Rust toolchain qualified for safety- and mission-critical systems, which was developed and supported by Ferrous Systems. The conversation ends with some reflections on the future of Rust for mission- and safety-critical applications. Brought to you by IEEE Computer Society and IEEE Software magazine.

    1 小时 4 分钟
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Software Engineering Radio is a podcast targeted at the professional software developer. The goal is to be a lasting educational resource, not a newscast. SE Radio covers all topics software engineering. Episodes are either tutorials on a specific topic, or an interview with a well-known character from the software engineering world. All SE Radio episodes are original content — we do not record conferences or talks given in other venues. SE Radio is brought to you by the IEEE Computer Society and IEEE Software magazine.

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