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AI by Design
AI by Design
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OpenAI’s “Agentic” Whitepaper Missed the Point
Agentic AI, LangGraph Will Scardino 4/22/25 Agentic AI, LangGraph Will Scardino 4/22/25

OpenAI’s “Agentic” Whitepaper Missed the Point

Two days after OpenAI released their agentic whitepaper, Harrison Chase (LangChain’s Co-founder) wrote a sharp critique on how to think about agentic apps.

If you care even a little bit about where AI workflows and LLM orchestration are headed—you’ll want to read this.

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AI POCs—the Pathway from Innovation to ROI
Artificial Intelligence, Product Management Will Scardino 4/15/25 Artificial Intelligence, Product Management Will Scardino 4/15/25

AI POCs—the Pathway from Innovation to ROI

A proof-of-concept (POC) is a realization of a technical (AI) capability that demonstrates its potential for value and viability.

From my experience, the power of a POC comes from its ability to start with well-defined scope and success criteria.

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Falling in Love with the Problem
Product Management, Artificial Intelligence Will Scardino 4/14/25 Product Management, Artificial Intelligence Will Scardino 4/14/25

Falling in Love with the Problem

With so many tools, it’s easy to get distracted.

It’s tempting to jump straight into the latest model architectures, prompts, or LLMs.

Fall in love with the problem—not the solution.

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12 Must-know Gen AI Terms
Generative AI Will Scardino 4/11/25 Generative AI Will Scardino 4/11/25

12 Must-know Gen AI Terms

Gen AI is transforming ways of working.

Are you keeping up?

If you want to stay ahead, keep these 12 terms in your back pocket.

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AI PM Guiding Principles
Artificial Intelligence, Product Management Will Scardino 4/9/25 Artificial Intelligence, Product Management Will Scardino 4/9/25

AI PM Guiding Principles

AI Product Management is as much Art as it is Science 🔥

Most AI products fail—not because the models are bad, but due to a few hard truths that product teams ignore.

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AI JIRA Agent with Replit
AI Agents, JIRA Will Scardino 4/8/25 AI Agents, JIRA Will Scardino 4/8/25

AI JIRA Agent with Replit

As a PO, create an AI JIRA Agent so I never have to write JIRA stories ever again 🙏

Just joshing.

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Is AI a silver bullet?
Product Management, Artificial Intelligence Will Scardino 3/31/25 Product Management, Artificial Intelligence Will Scardino 3/31/25

Is AI a silver bullet?

Most of the time, it's not.

Previously, we laid the groundwork for AI product strategy.

Once that's in place, it’s time to get real: when does AI make sense to implement?

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Google's AI Assistant just got a Massive Upgrade ⚡
Gemini, Generative AI Will Scardino 3/28/25 Gemini, Generative AI Will Scardino 3/28/25

Google's AI Assistant just got a Massive Upgrade ⚡

Last week Gemini upgraded its most popular features—including Deep Research—with an updated 2.0 Flash Thinking Experimental model and personalization.

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Retirement Planning with Replit
Replit, Generative AI Will Scardino 3/27/25 Replit, Generative AI Will Scardino 3/27/25

Retirement Planning with Replit

Retirement planning shouldn't feel like rocket science.

So I built an app to make it simple.

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Claude's Coding Skills are Next-level 👀
Claude, Generative AI Will Scardino 3/26/25 Claude, Generative AI Will Scardino 3/26/25

Claude's Coding Skills are Next-level 👀

Since the release of Sonnet 3.7, I've been using Claude more than ever for vibe coding.

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AI History 101 📚
Artificial Intelligence, Generative AI Will Scardino 3/25/25 Artificial Intelligence, Generative AI Will Scardino 3/25/25

AI History 101 📚

Okay, settle down class.

Let's open our textbooks to page 6—and learn about the history of AI.

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NotebookLM Generated a Podcast about my Career
Generative AI, Google Will Scardino 3/18/25 Generative AI, Google Will Scardino 3/18/25

NotebookLM Generated a Podcast about my Career

Ready for a quick ego boost?

My slightly ridiculous but surprisingly effective weekend self-care life hack—upload your professional background (CV) into Google's NotebookLM and hit generate Audio Overview.

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AI Jargon 101
Artificial Intelligence, Technology Will Scardino 3/11/25 Artificial Intelligence, Technology Will Scardino 3/11/25

AI Jargon 101

Imagine sitting in a meeting, and instead of debating ROI, your team is discussing the vibes of your latest AI tool.

Sounds absurd, right?

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AI UX: Building at the Speed of Trust
Artificial Intelligence, Product Management Will Scardino 3/4/25 Artificial Intelligence, Product Management Will Scardino 3/4/25

AI UX: Building at the Speed of Trust

UX for Gen AI apps involves building a useful, human-centric UX that's essential for Product Managers to get right from the get-go.

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