The Stack Overflow Podcast - AI-assisted coding needs more than vibes; it needs containers and sandboxes

SPONSORED BY DOCKER

In this sponsored episode, Ryan chats with Mark Cavage, President and COO of Docker, joins the show to dive into hardened containers and agent sandboxes. They discuss what it means for a container to be hardened, how agents are starting to look a lot like microservices, and where containers fit into agentic workflows now and in the future. 

Episode notes

Docker Hardened Images are minimal and secure containers. They’re free and available for most applications in the Docker registry. 

Docker for AI provides an easy way to build, run, and secure AI agents. 

Connect with Mark on LinkedIn

Congrats Populist badge winner humblebee for answering How to open/run YML compose file?.

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Code Story: Insights from Startup Tech Leaders - S12 E8: Satya Mishra, Waylit

Satya Mishra was born and raised in India, in one of the smaller tech hubs on the eastern coast. He came to the states 25 years ago on an H1B visa, working in semiconductors. In 2015, he decided he wanted to do something entrepreneurial and set out to do so. Outside of tech, he is married with 3 kids, which takes up most of his time. When he lived in CO, he did lots of skiing and hiking, including snowshoe hiking. Once he went to California, he switched to beaches. Finally, when he moved to St. Louis, he took up improv, enjoying connecting with people and thinking on your feet.

Satya and his co-founder, Raj, both when through the immigration process in all of its forms. They realized that no one group owns the process, as it's highly specialized, and usually fell onto the employee to keep track of. One day, they set out to solve this problem, to assist business teams to take ownership of the entire process.

This is the creation story of WayLit.

Sponsors

Links




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Big Technology Podcast - Dario’s Choice and Anthropic’s Future, Apple’s AI Devices, Netflix Loses WBD

M.G. Siegler of Spyglass is back for our monthly tech news discussion. Siegler joins us to discuss the latest on the Pentagon’s clash with Anthropic, why OpenAI stepped in to take the deal, and what comes next for Anthropic and its CEO Dario Amodei. Tune in to hear what the “supply chain risk” label could mean and AI’s growing role in defense work. We also cover Apple’s rumored trio of AI devices, Siri’s latest delays, and the Netflix–Warner Bros. Discovery deal falling apart as Paramount jumps in.

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Code Story: Insights from Startup Tech Leaders - Founder Chats – Max Denevich

Today, we are dropping another episode in our "chats" series, but expanding the audience set to include more folks. This episode is Founder Chats - hearing from those scaling the companies themselves.

In this episode, we are talking with Max Denevich, Co-founder and CRO of LoyaltyPlant. Max is going to share with us to road he travelled, entering into this industry, his go to market strategies, scaling across geographic region - and much, much more.

Questions

  • Before we talk about products and scale, tell us a bit about your path to this point. What experiences shaped the way you think about business and leadership before LoyaltyPlant?
  • At what point did you realise you wanted to work with complex, traditional industries rather than consumer apps or “easy” tech?
  • Why foodtech, and specifically Quick Service Restaurants? What made you believe this industry had deep structural problems worth solving with technology?
  • What made you decide to join LoyaltyPlant, and what potential did you see that others might have missed?
  • You’re often referred to as a co-founder today. How did the transition happen from an executive role to shaping the company’s future at that level?
  • LoyaltyPlant was close to running out of investment at one point. What were the first decisions that fundamentally changed the company’s trajectory?
  • What were the key milestones that turned LoyaltyPlant from a struggling company into a global enterprise business, from the first major client to scaling across 30 countries?
  • You’ve worked across the US, UK, MENA, Europe, and CIS. What did you learn about scaling the same product across very different markets, and what absolutely doesn’t translate?
  • You built new go-to-market strategies that now generate over 90% of new sales. What did you change compared to a classic SaaS sales playbook, and why did it work in enterprise QSR?
  • Margins are shrinking, aggregators dominate, and costs are rising. What’s actually happening on the ground right now in QSR and foodtech, and how should companies adapt?
  • Tell us about a decision you got wrong. What did it cost the business, and what did it teach you as a leader?
  • What advice would you give founders building B2B products for traditional industries today, especially around scale, partnerships, and staying relevant?

Sponsors

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Python Bytes - #471 The ORM pattern of 2026?

Topics covered in this episode:
Watch on YouTube

About the show

Sponsored by us! Support our work through:

Michael #1: Raw+DC: The ORM pattern of 2026?

  • ORMs/ODMs provide great support and abstractions for developers
  • They are not the native language of agentic AI
  • Raw queries are trained 100x+ more than standard ORMs
  • Using raw queries at the data access optimizes for AI coding
  • Returning some sort of object mapped to the data optimizes for type safety and devs

Brian #2: pytest-check releases

  • 3 merged pull requests
  • 8 closed issues
  • at one point got to 0 PR’s and 1 enhancement request
  • Now back to 2 issues and 1 PR, but activity means it’s still alive and being used. so cool
  • Check out changelog for all mods
  • A lot of changes around supporting mypy
    • I’ve decided to NOT have the examples be fully --strict as I find it reduces readability
      • See tox.ini for explanation
    • But src is --strict clean now, so user tests can be --strict clean.

Michael #3: Dataclass Wizard

  • Simple, elegant wizarding tools for Python’s dataclasses.
  • Features
    • 🚀 Fast — code-generated loaders and dumpers
    • 🪶 Lightweight — pure Python, minimal dependencies
    • 🧠 Typed — powered by Python type hints
    • 🧙 Flexible — JSON, YAML, TOML, and environment variables
    • 🧪 Reliable — battle-tested with extensive test coverage
  • No Inheritance Needed

Brian #4: SQLiteo - “native macOS SQLite browser built for normal people”

  • Adam Hill
  • This is a fun tool, built by someone I trust.
  • That trust part is something I’m thinking about a lot in these days of dev+agent built tools
  • Some notes on my thoughts when evaluating
    • I know mac rules around installing .dmg files not from the apple store are picky.
      • And I like that
    • But I’m ok with the override when something comes from a dev I trust
    • The contributors are all Adam
      • I’m still not sure how I feel about letting agents do commits in repos
    • There’s “AGENTS” folder and markdown files in the project for agents, so Ad

Extras

Michael:

Joke: House is read-only!

The Stack Overflow Podcast - No need for Ctrl+C when you have MCP

Ryan sits down with Member of the Technical Staff at Anthropic and Model Context Protocol co-creator David Soria Parra to talk the evolution of MCP from local-only to remote connectivity, how security and privacy fit into their work with OAuth2 for authentication and authorization, and how they’re keeping MCP completely open-source and widely available by moving it to the Linux Foundation. 

Episode notes:

The Model Context Protocol (MCP) is an open-source standard for connecting AI applications to external systems created by Anthropic. You can keep up with—or join—the work the MCP community is doing at their Discord server

Connect with David on Twitter

Today’s shoutout goes to Populist badge winner competent_tech for their answer to How do I review a PR assigned to me in VS 2022.

TRANSCRIPT

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Lex Fridman Podcast - #492 – Rick Beato: Greatest Guitarists of All Time, History & Future of Music

Rick Beato is a music educator, interviewer, producer, songwriter, and a true multi-instrument musician, playing guitar, bass, cello & piano. His incredible YouTube channel celebrates great musicians & musical ideas, and helps millions of people fall in love with great music all over again.
Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep492-sc
See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc.

Transcript:
https://lexfridman.com/rick-beato-transcript

CONTACT LEX:
Feedback – give feedback to Lex: https://lexfridman.com/survey
AMA – submit questions, videos or call-in: https://lexfridman.com/ama
Hiring – join our team: https://lexfridman.com/hiring
Other – other ways to get in touch: https://lexfridman.com/contact

EPISODE LINKS:
Rick’s YouTube: https://youtube.com/RickBeato
Rick’s X: https://x.com/rickbeato
Rick’s Instagram: https://instagram.com/rickbeato1
Rick’s Website: https://rickbeato.com
Rick’s Ear Training: https://beatoeartraining.com
The Beato Book: https://beatobook.com

SPONSORS:
To support this podcast, check out our sponsors & get discounts:
UPLIFT Desk: Standing desks and office ergonomics.
Go to https://upliftdesk.com/lex
BetterHelp: Online therapy and counseling.
Go to https://betterhelp.com/lex
LMNT: Zero-sugar electrolyte drink mix.
Go to https://drinkLMNT.com/lex
Fin: AI agent for customer service.
Go to https://fin.ai/lex
Shopify: Sell stuff online.
Go to https://shopify.com/lex
Perplexity: AI-powered answer engine.
Go to https://perplexity.ai/

OUTLINE:
(00:00) – Introduction
(00:28) – Sponsors, Comments, and Reflections
(09:17) – Guitar solos
(13:16) – Gypsy jazz and Django Reinhardt
(14:48) – Bebop jazz
(19:00) – Perfect pitch vs relative pitch
(23:37) – Learning to play guitar
(47:08) – Miles Davis
(52:34) – Bass guitar
(53:41) – Greatest guitar solos of all time
(1:22:56) – 27 Club
(1:27:37) – Elton John
(1:30:51) – Metallica
(1:35:21) – Tom Waits
(1:41:12) – Greatest rock stars
(1:44:35) – Beethoven
(1:51:10) – Bach
(1:54:01) – AI in music
(2:07:52) – Sabrina Carpenter
(2:11:23) – YouTube copyright strikes
(2:16:59) – Spotify
(2:27:51) – Guitars
(2:32:13) – Advice

PODCAST LINKS:
– Podcast Website: https://lexfridman.com/podcast
– Apple Podcasts: https://apple.co/2lwqZIr
– Spotify: https://spoti.fi/2nEwCF8
– RSS: https://lexfridman.com/feed/podcast/
– Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
– Clips Channel: https://www.youtube.com/lexclips

Talk Python To Me - #538: Python in Digital Humanities

Digital humanities sounds niche, until you realize it can mean a searchable archive of U.S. amendment proposals, Irish folklore, or pigment science in ancient art. Today I’m talking with David Flood from Harvard’s DARTH team about an unglamorous problem: What happens when the grant ends but the website can’t. His answer, static sites, client-side search, and sneaky Python. Let’s dive in.

Episode sponsors

Sentry Error Monitoring, Code talkpython26
Command Book
Talk Python Courses

Guest
David Flood: davidaflood.com

DARTH: digitalhumanities.fas.harvard.edu
Amendments Project: digitalhumanities.fas.harvard.edu
Fionn Folklore Database: fionnfolklore.org
Mapping Color in History: iiif.harvard.edu
Apatosaurus: apatosaurus.io
Criticus: github.com
github.com/palewire/django-bakery: github.com
sigsim.acm.org/conf/pads/2026/blog/artifact-evaluation: sigsim.acm.org
Hugo: gohugo.io
Water Stories: waterstories.fas.harvard.edu
Tsumeb Mine Notebook: tmn.fas.harvard.edu
Dharma and Punya: dharmapunya2019.org
Pagefind library: pagefind.app
django_webassembly: github.com
Astro Static Site Generator: astro.build
PageFind Python Lib: pypi.org
Frozen-Flask: frozen-flask.readthedocs.io

Watch this episode on YouTube: youtube.com
Episode #538 deep-dive: talkpython.fm/538
Episode transcripts: talkpython.fm

Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong

---== Don't be a stranger ==---
YouTube: youtube.com/@talkpython

Bluesky: @talkpython.fm
Mastodon: @talkpython@fosstodon.org
X.com: @talkpython

Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @mkennedy@fosstodon.org
Michael on X.com: @mkennedy

Big Technology Podcast - Anthropic vs. The Pentagon, Bloodbath at Block, The Citrini Selloff

Ranjan Roy from Margins is back for our weekly discussion of the latest tech news. We cover: 1) The origins of Anthropic's stare-down with the Pentagon 2) Claude's use in the operation to capture Venezuela president Nicolas Maduro 3) Was Claude really being used for autonomous warfare or mass surveillance, and did the military seek it out? 4) Maybe this is just a culture clash 5) Anthropic's marketing win 6) Should AI be used for autonomous warfare? 7) OpenAI raises $110 billion 8) Is that money real? 9) Block to cut nearly half its staff 10) Can AI be helpful in managing large companies? 11) Another science fiction story leads to a market panic.

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The Government Huddle with Brian Chidester - 202: The One with the Former Department of the Interior CISO

Lou Eichenbaum, former Chief Information Security Officer at the U.S. Department of the Interior and current Federal CTO at ColorTokens joins the show for a deep dive into the evolving world of federal cybersecurity. We dive into firsthand insights on what it really means to balance mission enablement with effective risk management and why today’s CISO must act not just as a security expert, but as an executive risk manager focused on resilience, communication, and strategic alignment. We unpack what real zero trust implementation looks like beyond the buzzword, why micro-segmentation is foundational to preventing lateral movement and building mission resilience, and how federal agencies can move beyond compliance checklists toward meaningful security outcomes. We also discuss candid perspectives on what drives cybersecurity priorities inside federal agencies and and how zero trust principles will play a critical role in protecting both IT and critical infrastructure systems in the years ahead.

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