Irene Pylypenko
.
Home
About
Resume
Writing
Contact
Writing
Notes on building AI products.
Thoughts on AI product management and AI systems from my experiences.
Email address
Subscribe
Articles
Running my agents without keeping my laptop open
Aug 2026
I run an eight-agent pipeline that researches, writes, and publishes for me, and every one depends on my laptop being awake. When I started looking into getting them off my laptop, the hard part turned out not to be the compute, but the login.
How to hire for AI-native skills
Aug 2026
Every company wants AI-native people. But what does that look like on a resume? Here is what I screen for when hiring.
Also on Medium
Syndicated
AI Products Need a New Operating System ↗
Jul 2026
Why building AI products means changing how teams find problems, test ideas, measure results, and keep improving.
Launching a Website with Claude Code? Don’t Forget These Basics. ↗
Jul 2026
The easy-to-miss basics to get right — from setup to launch — when you ship a website with Claude Code.
Security Considerations When Including AI in Applications and Workflows ↗
Jul 2024
Integrating AI into your applications and workflows can unlock incredible potential. However, with great power comes great responsibility. Ensuring…
Integrating Chatbots with Your Website: Best Practices ↗
Jul 2024
tech enthusiasts and website owners! Ready to add a dash of AI magic to your website? Let’s talk about integrating chatbots. These digital assistants…
Build Your First Chatbot with Google’s Vertex AI: A Friendly Guide ↗
Jun 2024
The other day, I attended Google’s workshop on Vertex AI , how to use it, and how to put a chatbot on your website. It was surprisingly easy! In this…
Exploring Neural Networks with fashion MNIST ↗
Jan 2019
In this post, we’ll introduce the fashion MNIST dataset, show how to train simple 3, 6 and 12-layer neural networks, then compare the results with…