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Talk Python To Me

Michael Kennedy

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Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.
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5 to 50: Financial Strategies for Growing Companies is a podcast hosted by Jeff Rudner. The podcast is your company's go-to resource for financial empowerment and strategic planning. Designed for entrepreneurs and business owners managing $5–$50 million in revenue, we deliver practical financial insights to help you scale your business, optimize cash flow, and harness the power of technology. Through conversations with SMB leaders and trusted advisors, we break down high-level financial stra ...
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Adventures in DevOps

Will Button, Warren Parad

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Join us in listening to the experienced experts discuss cutting edge challenges in the world of DevOps. From applying the mindset at your company, to career growth and leadership challenges within engineering teams, and avoiding the common antipatterns. Every episode you'll meet a new industry veteran guest with their own unique story.
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Building an entirely new kind of bank doesn’t happen overnight – and it takes a village. At Starling Bank, our village is populated by a diverse team of engineers and developers working together to build and run the UK’s first mobile only bank account, through agile development processes and leading tech. Fellow software developers, iOS and Android developers and general development enthusiasts – this podcast is for you! The Starling Developer Podcast has been created to give you insider acc ...
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Hello, thanks for stopping by - I am your host Yasmine belle, founder & CFO of Belle Capital Management, inc., a full charge accounting firm, in Los Angeles, CA. My mission on this channel is to bring financial information that will help grow your business, and hopefully trigger a few questions to make better business decisions. Because "to receive the answers you seek - you must first ask the right questions". As a CFO, we propel a culture of security, and do not limit the focus on revenue, ...
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The accounting industry is at a cross roads. We need practitioners and software executives who care enough stand up for what they think is right. As the institutions we rely on continue their failure to listen - From the Trenches is proud to provide the voices from those who want to be heard. Becc and Shaye are 2 more plucky Chartered Accountants who will bring you the real stories ‘from the trenches’. This no holes barred, feisty, yet humorous take on the Accounting landscape will be entert ...
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Employing an outside company to handle all payroll-related duties is known as outsourcing payroll services in a business. The main reasons for using payroll management services are to cut costs and free up time when handling payroll-related financial operations. Employing a third party to handle payroll operations frees up a company from having to recruit and educate a sizable in-house payroll team, buy suitable payroll software, and keep up with complicated tax regulations. All business typ ...
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Today we’re digging into the Model Context Protocol, or MCP. Think LSP for AI: build a small Python service once and your tools and data show up across editors and agents like VS Code, Claude Code, and more. My guest, Den Delimarsky from Microsoft, helps build this space and will keep us honest about what’s solid versus what's just shiny. We’ll kee…
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In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Jordan Feld, serial entrepreneur and founder of CoreGo, to explore the art of going from zero to one in business. Jordan shares his journey through multiple ventures—from real estate crowdfunding and private market investing to healthcare real es…
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Today, we’re talking about building real AI products with foundation models. Not toy demos, not vibes. We’ll get into the boring dashboards that save launches, evals that change your mind, and the shift from analyst to AI app builder. Our guide is Hugo Bowne-Anderson, educator, podcaster, and data scientist, who’s been in the trenches from scalable…
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Share Episode Microsoft's John Papa, Partner General Manager of Developer Relations for all things dev and code joins the show to talk developer relations...from his Mac. He reveals his small part in the birth of VS Code (back when its codename was Ticino) after he spent a year trying a new editor every month. The conversation dives deep into "Agen…
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Building a UI in Python usually means choosing between "quick and limited" or "powerful and painful." What if you could write modern, component-based web apps in pure Python and still keep full control? NiceGUI, pronounced "Nice Guy" sits on FastAPI with a Vue/Quasar front end, gives you real components, live updates over websockets, and it’s runni…
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In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Patrick Dichter, founder and owner of AppleTree Consulting, an accounting firm specializing in outsourced accounting and tax services for small to medium-sized businesses. Patrick shares his unique journey from business consultant to accounting f…
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Python in 2025 is different. Threads really are about to run in parallel, installs finish before your coffee cools, and containers are the default. In this episode, we count down 38 things to learn this year: free-threaded CPython, uv for packaging, Docker and Compose, Kubernetes with Tilt, DuckDB and Arrow, PyScript at the edge, plus MCP for sane …
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Share Episode ⸺ Episode Sponsor: Attribute - https://dev0ps.fyi/attribute In the wake of one of the worst AWS incidents in history, we're joined by Lawrence Jones, Founding Engineer at Incident.io. The conversation focuses on the challenges of managing incidents in highly regulated environments like FinTech, where the penalties for downtime are har…
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Python typing got fast enough to feel invisible. Pyrefly is a new, open source type checker and IDE language server from Meta, written in Rust, with a focus on instant feedback and real-world DX. Today, we will dig into what it is, why it exists, and how it plays with the rest of the typing ecosystem. We have Abby Mitchell, Danny Yang, and Kyle Int…
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Share Episode ⸺ Episode Sponsor: Attribute - https://dev0ps.fyi/attribute We're joined by 20 year industry veteran and DevOps advocate, Adam Korga, celebrating the release of his book IT Dictionary. In this episode we quickly get down to the inspiration behind postmortems as we review some cornerstone cases both in software and in general technolog…
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English is now an API. Our apps read untrusted text; they follow instructions hidden in plain sight, and sometimes they turn that text into action. If you connect a model to tools or let it read documents from the wild, you have created a brand new attack surface. In this episode, we will make that concrete. We will talk about the attacks teams are…
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Share Episode ⸺ Episode Sponsor: Attribute - https://dev0ps.fyi/attribute Jenna Pederson, Staff Developer Relations at Pinecone, joins us to close the loop on Vector Databases. Demystifies how they power semantic search, their role in RAG, and also unexpected applications. Jenna takes us beyond the buzzword bingo, explaining how vector databases ar…
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In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Jonathan Hayek, a commercial real estate investor and host of "The Source of Commercial Real Estate" podcast. Jonathan shares his remarkable journey from special education teacher to successful industrial real estate investor, offering actionable…
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A couple years ago, Charlie Marsh lit a fire under Python tooling with Ruff and then uv. Today he’s back with something on the other side of that coin: pyx. Pyx isn’t a PyPI replacement. Think server, not just index. It mirrors PyPI, plays fine with pip or uv, and aims to make installs fast and predictable by letting a smart client talk to a smart …
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Today on Talk Python: What really happens when your data work outgrows your laptop. Matthew Rocklin, creator of Dask and cofounder of Coiled, and Nat Tabris a staff software engineer at Coiled join me to unpack the messy truth of cloud-scale Python. During the episode we actually spin up a 1,000 core cluster from a notebook, twice! We also discuss …
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Share Episode This episode we are joined by Andrew Moreland, co-founder of Chalk. Andrew explains how their company’s core business model is to deploy their software directly into their customers’ cloud environments. This decision was driven by the need to handle highly sensitive data, like PII and financial records, that customers don't want to ha…
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In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Jason Pearsall, CEO of Club Caddie Holdings, about his evolution from startup founder to a private equity-backed business leader. Jason shares his lessons from two successful exits, the pivotal shifts in his golf technology business, and the art …
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Share Episode We welcome guest Ang Li and dive into the immense challenge of observability at scale, where some customers are generating petabytes of data per day. Ang explains that instead of building a database from scratch—a decision he says went "against all the instincts" of a founding engineer—Observe chose to build its platform on top of Sno…
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Twenty years after a scrappy newsroom team hacked together a framework to ship stories fast, Django remains the Python web framework that ships real apps, responsibly. In this anniversary roundtable with its creators and long-time stewards: Simon Willison, Adrian Holovaty, Will Vincent, Jeff Triplett, and Thibaud Colas, we trace the path from the L…
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In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Gabe Lullo, CEO of Alleyoop, to explore his journey from SDR to CEO and the lessons learned while scaling a 150-person revenue-on-demand company. Gabe shares insights on balancing rapid growth with financial discipline, diversifying client portfo…
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In a special solo flight, Warren welcomes Meagan Cojocar, General Manager at Pulumi and a self-proclaimed graduate of “PM school” at AWS. They dive into what it’s like to own an entire product line and why giving up that startup hustle for the big leagues sometimes means you miss the direct signal from your users. The conversation goes deep on the …
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Agentic AI programming is what happens when coding assistants stop acting like autocomplete and start collaborating on real work. In this episode, we cut through the hype and incentives to define “agentic,” then get hands-on with how tools like Cursor, Claude Code, and LangChain actually behave inside an established codebase. Our guest, Matt Makai,…
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Python’s data stack is getting a serious GPU turbo boost. In this episode, Ben Zaitlen from NVIDIA joins us to unpack RAPIDS, the open source toolkit that lets pandas, scikit-learn, Spark, Polars, and even NetworkX execute on GPUs. We trace the project’s origin and why NVIDIA built it in the open, then dig into the pieces that matter in practice: c…
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Is your finance department your company’s biggest security risk? Join Jeff Rudner on this episode of 5 to 50: Financial Strategies for Growing Companies as he welcomes Chithra Rajagopalan, Head of Finance at Obsidian Security, to discuss how the convergence of finance and cybersecurity can either expose companies to billion-dollar breaches or unloc…
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What if your code was crash-proof? That's the value prop for a framework called Temporal. Temporal is a durable execution platform that enables developers to build scalable applications without sacrificing productivity or reliability. The Temporal server executes units of application logic called Workflows in a resilient manner that automatically h…
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In this episode of Adventures in DevOps, we dive into the world of FinOps, a concept that aims to apply the DevOps mindset to financial accountability. Yasmin Rajabi, Chief Strategy Officer at CloudBolt, joins us to demystify, as we acknowledge the critical challenge of bringing together financial accountability and engineering teams who often are …
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Looking to scale your service-based business without drowning in operational chaos? Join Jeff Rudner on this episode of 5 to 50: Financial Strategies for Growing Companies as he sits down with Alan Pentz, founder and former CEO of Corner Alliance, to unpack how he scaled a consulting firm from startup to $35M in revenue. Alan shares actionable insi…
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Every year the core developers of Python convene in person to focus on high priority topics for CPython and beyond. This year they met at PyCon US 2025. Those meetings are closed door to keep focused and productive. But we're lucky that Seth Michael Larson was in attendance and wrote up each topic presented and the reactions and feedback to each. W…
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Get ready for a lively debate on this episode of Adventures in DevOps. We're joined by Brian Pontarelli, founder of FusionAuth and CleanSpeak. Warren and Brian face off by diving into the controversial topic of multitenant versus single-tenant architecture. Expert co-host Aimee Knight joins to moderate the discussion. Ever wondered how someone beco…
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What’s the smartest way to manage cash when the market is uncertain? In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Joy Mbanugo, CFO of CXAI and a former executive at Google and BlackRock, to answer that and more. Joy shares actionable strategies for maximizing cash reserves. Navigating fundi…
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Why do people listen to this podcast? Sure, they're looking for technical explorations of new libraries and ideas. But often it's to hear the story behind them. If that speaks to you, then I have the perfect episode lined up. I have Barry Warsaw, Paul Everitt, Carol Willing, and Brett Cannon all back on the show to share stories from the history of…
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Do you like to dive into the details and intricacies of how Python executes and how we can optimize it? Well, do I have an episode for you. We welcome back Brandt Bucher to give us an update on the upcoming JIT compiler for Python and why it differs from JITs for languages such as C# and Java. Episode sponsors Posit Talk Python Courses Links from t…
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How do you grow a luxury service business without sacrificing quality or cash flow? In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Kevin Diemar, CEO and President of Unity Jets and former Wall Street trader, to uncover how Kevin scaled a private jet brokerage using relationship-driven strateg…
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If you're doing data science and have mostly spent your time doing exploratory or just local development, this could be the episode for you. We are joined by Catherine Nelson to discuss techniques and tools to move your data science game from local notebooks to full-on production workflows. Episode sponsors Agntcy Sentry Error Monitoring, Code TALK…
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Episode Sponsor: PagerDuty - Checkout the features in their official feature release: https://fnf.dev/4dYQ7gL This episode dives into a fundamental question facing the DevOps world: Did Kubernetes truly win the infrastructure race because it was the best technology, or were there other, perhaps less obvious, factors at play? Omer Hamerman joins Wil…
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In this episode, Aimee Knight, an expert in Site Reliability Engineering (SRE) whose experience hails from Paramount and NPM, joins the podcast to discuss her journey into SRE, the challenges she faced, and the strategies she employed to succeed. Aimee shares her transition from a non-traditional background in JavaScript development to SRE, highlig…
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Are you using Polars for your data science work? Maybe you've been sticking with the tried-and-true Pandas? There are many benefits to Polars directly of course. But you might not be aware of all the excellent tools and libraries that make Polars even better. Examples include Patito which combines Pydantic and Polars for data validation and polars_…
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What if you could transform your finance team from simply reporting numbers to being strategic business partners in the organization's growth? In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Ali Firoozi, CFO of The Pac Group, to explore how finance leaders can drive business growth through str…
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In this episode, we delve into the concept of MCP (Machine Control Protocol) servers and their role in enabling agent interactions. Gil Feig, the co-founder and CTO of Merge, shares insights on how MCP servers facilitate efficient and secure integration between various services and APIs. The discussion covers the benefits and challenges of using MC…
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If you're looking to leverage the insane power of modern GPUs for data science and ML, you might think you'll need to use some low-level programming language such as C++. But the folks over at NVIDIA have been hard at work building Python SDKs which provide nearly native level of performance when doing Pythonic GPU programming. Bryce Adelstein Lelb…
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Warren talks with Nathan Goulding, SVP of Engineering at Vultr, about what it actually takes to run a high-performance cloud platform. They cover everything from global game server latency and hybrid models to bare metal provisioning and the power/cooling constraints that come with modern GPU clusters. The discussion gets into real-world deployment…
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If you've heard the phrase "Automate the boring things" for Python, this episode starts with that idea and takes it to another level. We have Glyph back on the podcast to talk about "Programming YOUR computer with Python." We dive into a bunch of tools and frameworks and especially spend some time on integrating with existing platform APIs (e.g. ma…
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Inna Tokarev Sela, CEO and founder of Illumex, joins the crew to break down what it really means to make your data “AI-ready.” This isn’t just about clean tables—it’s about semantic fabric, business ontologies, and grounding agents in your company's context to prevent the dreaded LLM hallucination. We dive into how modern enterprises just cannot bu…
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Finance's #1 bottleneck is reconciliation. What if you could revolutionize your financial operations with AI while maintaining complete control and transparency? In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with ex-Facebook director and CEO and co-founder of Ledge, Tal Kirschenbaum, to discuss h…
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If you want to leverage the power of LLMs in your Python apps, you would be wise to consider an agentic framework. Agentic empowers the LLMs to use tools and take further action based on what it has learned at that point. And frameworks provide all the necessary building blocks to weave these into your apps with features like long-term memory and d…
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Sylvain Kalache, Head of Developer Relations at Rootly joins us to explore the new frontier of incident response powered by large language models. We dive into the evolution of DevRel and how we meet the new challenges impacting our systems. We explore Sylvain's origin story in self-healing systems, dating back to his SlideShare and LinkedIn days. …
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This week, Paul Marston from Ankr joins the crew to unpack the madness that is modern blockchain infrastructure. From his wild career transition out of financial services into 24/7 node ops for Web3, Paul shares the brutal truth about uptime expectations, decentralization challenges, and why hard forks are more like enterprise schema upgrades with …
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In this episode of 5 to 50: Financial Strategies for Growing Companies, host Jeff Rudner sits down with Alex Glueckler, VP of Accounting at CrossFit, to discuss how finance can evolve from a reactive function into a proactive, strategic partner. Alex shares insights on simplifying financial metrics, building cross-functional relationships, and crea…
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