Reinventing the Python Notebook with Akshay Agrawal

Reinventing the Python Notebook with Akshay Agrawal

Author: Podcast Archives - Software Engineering Daily March 10, 2026 Duration: 46:04
Interactive notebooks were popularized by the Jupyter project and have since become a core tool for data science, research, and data exploration. However, traditional, imperative notebooks often break down as projects grow more complex. Hidden state, non-reproducible execution, poor version control ergonomics, and difficulty reusing notebook code in real software systems make it hard to

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Author: Language: en-us Episodes: 100

Podcast Archives - Software Engineering Daily
Podcast Episodes
Angular with Jessica Janiuk [not-audio_url] [/not-audio_url]

Duration: 51:03
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 h…
Context-Aware SQL and Metadata with Shinji Kim [not-audio_url] [/not-audio_url]

Duration: 41:38
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…
Modern Data Visualization with Robert Kosara [not-audio_url] [/not-audio_url]

Duration: 47:49
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 th…
A Conversation with Amazon CTO Werner Vogels [not-audio_url] [/not-audio_url]

Duration: 46:32
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…
Redis and AI Agent Memory with Andrew Brookins [not-audio_url] [/not-audio_url]

Duration: 48:36
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 intera…
Complex Workload Deployment with Will Stewart [not-audio_url] [/not-audio_url]

Duration: 37:34
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 deployme…
Carbon and Modernizing C++ with Chandler Carruth [not-audio_url] [/not-audio_url]

Duration: 1:01:38
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++ whil…