Teresa Torres

As a product discovery coach, I help product teams make better decisions about what to build. I teach them how to:
- Identify clear business outcomes 
- Uncover unmet customer needs, pain points, and desires
- Discover the right solutions that deliver both business value and customer value

My book Continuous Discovery Habits has sold over 140,000 copies, we've taught over 18,000 students from 100+ countries through the Product Talk Academy, and reach 100,000s of product people through our free blog posts and social media content.

If you aren't satisfied with how your teams decide what to build, get in touch.

Product Discovery Coach

I help digital product teams adopt continuous product discovery practices including a regular cadence of customer interviews, rapid prototyping, and assumption testing. I emphasize strong critical thinking practices to ensure there is a strong connection between what the teams are learning in their research activities with the product decisions that they are making. 

Recent clients include: Allstate, CarMax, CapitalOne, Snagajob, Spotify, among others. 

"When I started using Claude Code, I thought I was just building personal productivity tools. I didn't realize I was also learning context engineering—the same skills that product teams use to build production AI products."

Ever wondered how your daily AI habits connect to building actual AI products? In this article, I break down how the context management skills you're already developing directly translate to production context engineering.

Learn how product teams are solving the same problems you face:

🔧 Breaking big tasks into smaller, focused prompts (just like keeping CLAUDE.md files compact)
💾 Building external memory systems to store context outside the window  
✂️ Curating what goes into each conversational turn to prevent bloat
🔄 Repeating critical information so it's fresh when decisions are made
🤖 Using multiple agents to multiply available context windows

The article shows real examples from companies like Incident.io, Rest, Trainline, and others who've learned these patterns through trial and error. "If you'd break it down for a human, break it down for the LLM" - solid advice that applies whether you're coding or building products.

Check out the article: https://buff.ly/J2jDPfK 

🤔 Which context management trick from your daily AI use do you think would be most valuable in a production AI product? Share your thoughts in the comments below.

Author, Speaker, Product Discovery Coach @ ProductTalk.org

Context Engineering: 5 Strategies for AI Product Success

Omie

Product Manager with a focus on internal products and operations;
Team and people leadership; 
Experience in Product-Led Growth (PLG) projects.

Product Manager

Distrito

PM of the Distrito platform, focusing on training, user journeys, gamification and onboarding;
Data analysis and user interviews;
Contributed to the company's Product-Led Growth (PLG) strategy.

Senior Product Manager

Instituto Natura

Coordinated the Partnership for Literacy in Collaboration and other related initiatives;
Facilitated collaboration and provided support to the Brazilian states in public education policies.

Project Manager

PM of the Conviva Educação platform: management system for municipal education departments; Participation in Sprints and Scrum ceremonies; Collaborated with stakeholders (partners, public sector and experts); Management of suppliers, deliveries and budget.

Prefeitura de São Paulo

Project management; Relationship with partners; Representative on the Management Committee of inovaDay (Technology and Innovation Event)

Coordinator

Planning and execution of government communication; Production of content for website, blog and social media; Organization of the 3rd and 4th editions of the University Week in the City Hall of São Paulo.

Communication Analyst

Freelance

Political journalist; Reporter, editor and layout designer for institutional magazines.

Journalist and Layout Designer

Bradesco

Business Intelligence and data analysis; Relationship with IT suppliers: follow-up of demands, tests and validations.

Assistant

Trainee

Hello! I have more than 5 years of experience working with products in non-profit organizations and startup. My job involves making sure people have a smooth experience using our products, improving how we get new users, helping them get started, and making things more fun to keep them engaged.

I hold a degree in Journalism, which gave me a broad understanding of the world and a strong sense of empathy. My experience with digital products in public policies helped me think strategically and work well with different people.

I also have a strong interest in cinema and games. Specializing in animation and digital games not only allows me to stay informed about market trends and production techniques but also brings me joy. ;)

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The Battle

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Followers

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Engagements

Likes

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