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Sustainability Product Management

Sondra Tosky

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Author: Sondra Tosky

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Part 7: Looking Ahead—Launching and Growing Your AI-Built App

TL;DR: Launch when you’ve hit MVP to get user feedback.  Have a roadmap for what’s next. Tips: Identifying MVP (Minimum Viable Product) features is crucial...

July 15, 2025July 15, 2025
Categories Product Management

Part 6: Seamless Deployment of Your AI-Generated App

TL;DR: Deploying your AI-built app is straightforward with integrated platforms like Vercel. Tips: I have never deployed code before. Using v0.dev integrated with Vercel simplified...

July 15, 2025July 15, 2025
Categories Product Management

Part 5: Quality Control and Debugging with AI

TL;DR: Rigorous testing remains essential; AI-generated code isn't bug-free. Tips: AI significantly speeds development but does not eliminate the need for rigorous testing. The current...

July 15, 2025July 15, 2025
Categories Product Management

Part 4: Waterfall Requirements and Agile Iteration with AI

TL;DR: AI enables instant, detailed iterations; however, it’s best to start the chat with a full list of key feature requirements.  Make sure to create...

July 15, 2025July 15, 2025
Categories Product Management

Part 3: Essential Tech Stack Decisions for AI Apps

TL;DR: Understand the tech stack from the start to select the right AI tool and avoid deployment headaches. Tips: During my initial app development, I...

July 9, 2025July 9, 2025
Categories Product Management

Part 2: Rapid Prototyping and Wireframing with AI

TL;DR: AI-generated wireframes let you rapidly visualize and iterate your concepts. Initial wireframes won't be perfect, but they clearly indicate what needs refinement. Tips: The...

July 1, 2025
Categories Product Management

Part 1: Leveraging AI for User Discovery and Market Need

TL;DR: AI dramatically streamlines user discovery, enabling real-time market validation. AI excels at persona creation and defining market and user needs.  AI’s rapid feedback loop...

June 23, 2025August 2, 2025
Categories Product Management

Intro: Getting Started with AI-First Product Management

Resonant Way App Check out the free Resonant Way breathing app that I built entirely using AI. TL;DR: Leveraging AI to build apps follows traditional...

June 23, 2025July 15, 2025
Categories ESG/Sustainability

You're looking to grow your sustainability skills...

One of the biggest barriers to entering the sustainability field is learning the basic concepts as well as all the acronyms and jargon.  To help...

February 3, 2024January 30, 2025
Categories ESG/Sustainability

What's your vision?

  The glass is leaking When people find out I work in climate, they often ask me: 'Are you depressed?' or 'How do you keep...

December 18, 2023December 18, 2023

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Posts

  • Part 7: Looking Ahead—Launching and Growing Your AI-Built App
  • Part 6: Seamless Deployment of Your AI-Generated App
  • Part 5: Quality Control and Debugging with AI
  • Part 4: Waterfall Requirements and Agile Iteration with AI
  • Part 3: Essential Tech Stack Decisions for AI Apps

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  • Welcome!
  • Product Management
  • ESG/Sustainability
  • About Me/Services