Stephen Gruppetta

Stephen Gruppetta

@stephengruppetta.com

Constantly looking for simple ways to explain complex things… Expect to read about my views and work on technical and AI communication and education, and a bit about track and field athletics! stephengruppetta.com

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Stephen Gruppetta reposted

Is this article AI-generated or human-generated? Neither label is suitable “AI-assisted human generated content” is a mouthful, and will never catch on, but even that is not accurate Human-AI collaboration? Maybe that’s more accurate. /1

Is this article AI-generated or human-generated? Neither label is suitable “AI-assisted human generated content” is a mouthful, and will never catch on, but even that is not accurate Human-AI collaboration? Maybe that’s more accurate. /1

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Each article is a conversation between me and the agent. I steer the conversation with my questions That’s collaboration And this will become the norm. Our output will always be a collaboration between us and our agents /3

Is this article AI-generated or human-generated? Neither label is suitable “AI-assisted human generated content” is a mouthful, and will never catch on, but even that is not accurate Human-AI collaboration? Maybe that’s more accurate. /1

I planned the Agents Unpacked series with my agent. We bounced ideas off each other, but the primary ideas are mine The agent did the research and planned the series I checked the content and the plan /2

Let me know what you think of these first two chapters so far, especially if you're new-ish to the concept of agents… Here's the link to Chapter 2, where Monty and I discuss the distinction between the model, the harness, the tools, and you, the user: www.thepythoncodingstack.com/p/2-who-actu...

thepythoncodingstack.com2. Who actually does the work, the model or the software?Agents Unpacked • Chapter 2: The model chooses, the tools act, and the harness connects them.

Chapter 2 in the Agents Unpacked series is coming out today. Catch up with Chapter 1 here This series is a conversation between me and my agent, who’s been trained in my didactic techniques and communication style and did plenty of research on the topic www.thepythoncodingstack.com/p/1-what-mak...

thepythoncodingstack.com1. What makes an AI agent different from a chatbot?Agents Unpacked • Chapter 1: Tools let a system act, but who chooses what happens next?

Phase 1 of using AI: Do stuff you did yesterday, but more of it, and faster Phase 2 of using AI: Do stuff that _you_ couldn’t do yesterday Phase 3 of using AI: Do stuff that was impossible yesterday Phase 4 of using AI: Do stuff that you couldn’t have imagined yesterday

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My agent is “trained” in my didactic and communication techniques. And he/she/it is delivering this curriculum to me through a tutor-learner conversation, where I can engage, ask questions, and make sure I understand. /3 …

My agent did plenty of research and then we came up with a “curriculum” so I can truly understand AI agents, what they are, how they work, how they’re different from chatbots. /2 …

There are 113 posters or notices stuck to the wall or notice boards in the doctor’s surgery waiting room. I’m sure someone must have carried out a research project somewhere, some time to show the optimum number is…much, much less than this!

"…asks the player to guess which cup has the ball. You’ve seen the game on TV, even if you’ve not seen it in real life. "Following what’s happening when you have a chain of iterators in Python can feel like playing that game. But, unlike the street game, ...

I had missed the Agentic AI boat last year, even though I was using LLMs daily… …this is how I caught up/am catching up Second post in this series coming soon (make sure you're subscribed…)

Stephen Gruppetta@stephengruppetta.com

The first post in the Agents Unpacked series. My quest to move from "understanding chatbots and LLMs" to "understanding agents and agentic AI" www.thepythoncodingstack.com/p/understand...

I have several articles across my various fields of interest ready for publication or almost ready--I'll try to make a push with some of them today: - An interesting take on iterables and iterators in Python - The next article in the Agents Uncovered series about understanding AI Agents ...

- An article researching the current research on minimalist vs cushioned shoes for everyday life, running (general), and sprinting - An article on how I noticed an issue with my breathing pattern when sprinting, and my plan to fix it ...

In the series “this wouldn’t have been possible six months ago” I was on my way to a track and field meeting this morning. I’m a coach so I need to monitor results for several athletes. …

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…scraping the results page, finding new results, finding our club’s athletes, and sending a message to a Telegram channel with their result. I made some adjustments (via my agent, of course) while I was at the meet. All using my phone to talk to my agent. …

No more refreshing webpages all day. We also get a nice summary at the end of the day when the meet is over. Now my agent is tidying up to make it easy to launch at the start of every meet.

In the series “this wouldn’t have been possible six months ago” I was on my way to a track and field meeting this morning. I’m a coach so I need to monitor results for several athletes. …

Results are published on a website. All coaches, athletes, and parents are constantly refreshing the webpage during meets waiting for the published results for each event throughout the day. It’s annoying. …

Driving towards the venue, I asked my son, who was travelling with me, to type what I dictate to my agent. By the time I got to the track, I had a cron running every five minutes… …

I find "claude" is one of those words I need to slow down to type (or I get typos if I don't slow down) Caveat: My touch typing skills are OK but not exceptional Is it just me?

Stephen Gruppetta reposted

""" I know how I like to learn new things. Over the years, I figured out what works for me and what doesn’t. If you read my articles or attend my courses, then you know how I like to learn since I teach in the same way. ... www.thepythoncodingstack.com/p/how-i-lear...

thepythoncodingstack.comHow I Learn (2026 Version) • My Tutor Agent…and you'll be able to see my new system at work with two new sections here on The Python Coding Stack

Stephen Gruppetta reposted

Stephen Gruppetta@stephengruppetta.com

""" I know how I like to learn new things. Over the years, I figured out what works for me and what doesn’t. If you read my articles or attend my courses, then you know how I like to learn since I teach in the same way. ... www.thepythoncodingstack.com/p/how-i-lear...

Stephen Gruppetta@stephengruppetta.com

""" I know how I like to learn new things. Over the years, I figured out what works for me and what doesn’t. If you read my articles or attend my courses, then you know how I like to learn since I teach in the same way. ... www.thepythoncodingstack.com/p/how-i-lear...