Pragmatic AI with Matt Stauffer

The Pragmatic AI Podcast is sponsored by Tighten.  T-I-G-H-T-E-N. We will take your AI ideas, prototypes or even vibe-coded apps, and we'll take them to production. Scalable and secure. Check us out at tighten.com.

In this episode, Matt Stauffer talks with Apoorva Joshi, DevRel at MongoDB, about what it looks like to come to AI from the inside — seven years as a data scientist in cybersecurity before she ever touched a foundation model.

They get into how she evaluates whether a problem needs machine learning at all, why she gives models her brain dump instead of asking for a first draft, the proxy service she built so workshop customers never have to juggle LLM API keys, and why her trust level still sits around seventy percent.

The conversation also goes somewhere heavier: what happens to an economic model built on the value of human cognitive work, why so much AI discourse quietly assumes coding agents represent all of AI, and the question of where meaning comes from when the thing that gave it to you gets automated.
Matt Stauffer on X - https://x.com/mattstauffer
Tighten Website - https://tighten.com/
Apoorva on LinkedIn - https://www.linkedin.com/in/apoorvajoshi95/
Mongo DB Builder Blog - https://www.mongodb.com/company/blog/channel/builder-blog

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Editing and transcription sponsored by Tighten - https://tighten.com/

The Pragmatic AI Podcast is sponsored by Tighten.  T-I-G-H-T-E-N. We will take your AI ideas, prototypes or even vibe-coded apps, and we'll take them to production. Scalable and secure. Check us out at tighten.com.

In this episode, Matt Stauffer sits down with John O'Nolan, founder of Ghost, the open-source publishing platform he runs as a nonprofit that's deliberately capped at 50 people and can never be bought or sold. It's an unusual perch from which to be one of the most AI-optimistic builders in tech.

They get practical fast: John's Codex Desktop setup across two Macs, why "goal mode" is the biggest workflow shift of the year, running adversarial red-team sub-agents mid-task, and the risk-based rule for when to ship AI code versus pump the brakes. Matt shares his own turning point building a Laracon puzzle in hundreds of thousands of lines of code between meetings.

The conversation widens into where this all goes — a future long tail of small, niche businesses competing with giants, why "you're bad at prompting" is a more useful frame than "the AI is bad," and John's "made in China" theory for why today's slop era gives way to quality.

Matt Stauffer on X - https://x.com/mattstauffer
Tighten Website - https://tighten.com/
John O’Nolan on X - http://x.com/johnonolan  
Ghost Website - ghost.org 
Incorruptible by Eric Ries - http://bit.ly/4pqxmbD

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Editing and transcription sponsored by Tighten - https://tighten.com/

The Pragmatic AI Podcast is sponsored by Tighten.  T-I-G-H-T-E-N. We will take your AI ideas, prototypes or even vibe-coded apps, and we'll take them to production. Scalable and secure. Check us out at tighten.com.

In this episode, Matt Stauffer talks with Lauren Dueck, SVP and Director of Communications at The Asia Group, a geopolitical consulting firm advising the world's top companies. Lauren shares how AI is reshaping geopolitical consulting, decision-making, and communication — across both her daily work and her firm's high-stakes advisory practice.

They dig into practical, grounded uses: reducing decision fatigue, comparing dense reports, and priming Claude with current events because "AI is very bad at telling time." Lauren then walks through a standout project — an agent-based war game that simulated the Strait of Hormuz crisis 50 times, modeling how players like the Reserve Bank of India and South Korea's Blue House might respond.

The bigger thread is a contrarian one: that AI will make genuine human expertise rarer, more valuable, and more expensive, even as it reshapes entry-level work, deepfakes, and how the next generation learns.
Matt Stauffer on X - https://x.com/mattstauffer
Tighten Website - https://tighten.com/
Lauren Dueck on X - https://x.com/LaurenDueck
Lauren Dueck on LinkedIn - https://www.linkedin.com/in/jlaurendueck/
The Asia Group - https://theasiagroup.com/
Strait of Hormuz Report - https://straitofhormuz.theasiagroup.com/

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Editing and transcription sponsored by Tighten - https://tighten.com/

The Pragmatic AI Podcast is sponsored by Tighten.  T-I-G-H-T-E-N. We will take your AI ideas, prototypes or even vibe-coded apps, and we'll take them to production. Scalable and secure. Check us out at tighten.com.

In this episode, Matt Stauffer sits down with Kayla Helmick to talk about her journey from traditional virtual assistant work to leveraging AI for automations, podcast editing, and app development — and how she turned an early existential threat into the biggest boost her business has ever had.
They get specific about the practical stuff: building reusable Claude skills to process podcasts, fixing stuck Zapier and Tally form automations, and going from playing around in Lovable to building and deploying a full Laravel app with Claude Code — her first being a memorial website for a friend.
The conversation also widens out to the harder questions: keeping a human in the loop for quality, how AI is reshaping the future of virtual assistance and the work itself, and what it even means to call yourself a "virtual assistant" when you're shipping internal tools.
Matt Stauffer on X - https://x.com/mattstauffer
Tighten Website - https://tighten.com/
Kayla’s Website - http://kaylahelmick.com
Kayla on Instagram - https://www.instagram.com/kayla.helmick/
Kayla on LinkedIn - https://www.linkedin.com/in/kaylahelmick/
Kayla Helmick on X - https://x.com/kayla_helmick
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Editing and transcription sponsored by Tighten - https://tighten.com/
Big thanks to the companies that support the show:

Mailtrap - https://l.rw.rw/pragmaticai_4

The Pragmatic AI Podcast is sponsored by Tighten.  T-I-G-H-T-E-N. We will take your AI ideas, prototypes or even vibe-coded apps, and we'll take them to production. Scalable and secure. Check us out at tighten.com.

In this episode, Matt Stauffer talks with Justin Jackson, co-founder of Transistor.fm, about what AI is really doing to creators, careers, and company culture — and why so little of it is actually about the technology itself.

They get into the generational backlash against AI, the myth that "all the layoffs are because of AI," how building with AI sparked a hard conversation with Justin's own co-founder, and the practical ways Justin uses ChatGPT and Claude in daily life, from meal planning to packing for a trip to London.

The through-line is a challenge for an AI world: as the easy work gets automated, all that's left is the hard stuff — so do the hard thing, increase your "luck surface area," and lean into the human connection AI keeps surfacing.

Matt Stauffer on X - https://x.com/mattstauffer
Tighten Website - https://tighten.com/
Justin Jackson Website - https://justinjackson.ca/
Transistor.fm - https://transistor.fm/
Inception Point AI - https://www.inceptionpoint.ai/
The Panel Podcast - https://panelpodcast.com/

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Editing and transcription sponsored by Tighten - https://tighten.com/

Big thanks to the companies that support the show:
Mailtrap - https://l.rw.rw/pragmaticai_3