AI in Practice
What does an AI task really cost? GPT-6 vs Claude vs Gemini
A dated comparison of four AI API rate cards, hypothetical ticket workloads and the measurements needed to find the cost of accepted work.
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I’m Demetri. I make things with AI and share the process. The useful discoveries, the things that break, and the ideas worth taking into your own work.
Videos. Conversations. Practical ideas for your own work.
Demetri PaniciCreator & podcast co-hostFollow the curiosity
Watch an experiment, explore a new idea, or hear from the people making it happen.

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The experiment, the process, and what I learned along the way.
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The briefs
A closer look at what changed and what is worth your time.
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The conversations
Conversations with people building with agents. I co-host and produce the show.
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My Calendar Knows When I'm Tired Building an Energy Aware Schedule That Actually Works
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AI Agents Podcast ·
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AI in Practice
A dated comparison of four AI API rate cards, hypothetical ticket workloads and the measurements needed to find the cost of accepted work.
Read the articleAI in Practice
OpenAI, Anthropic and Google have published lower or introductory API rates. Here is what those prices change for builders and how to decide whether a workflow deserves a new model pilot.
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A five-part test for deciding whether repeated work should be removed, simplified, automated with review, or kept human.
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Made to be useful
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