Dogfooding
Using your own product internally to find bugs and improve it before releasing it to customers.
Dogfooding means a company uses its own product internally. Think of it like a chef tasting their own cooking before serving it.
For example, if a company is building a new AI assistant, its employees would use that assistant for their daily tasks. This helps them find problems and suggest improvements before the product is released to the public.
Dogfooding is the practice of using one's own products or services internally to identify flaws, gather feedback, and refine functionality before external release. This approach leverages internal users as a first line of testers, providing real-world usage data and insights into user experience.
It is a common strategy across technology companies to ensure product quality, stability, and usability. The feedback loop from internal testing can significantly accelerate development cycles and reduce the likelihood of critical issues in production.
The term 'dogfooding' is relevant as frontier AI labs increasingly release complex AI systems. Internal testing is crucial for these systems, especially as they are integrated into user workflows, like the AI teammate concept mentioned.
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- User Acceptance Testing (UAT)
- UAT is a formal testing phase where end-users val
The term 'dogfooding' is widely attributed to Nadella at Microsoft in the 1980s, referencing the phrase 'eating your own dog food.' It signifies using one's own products. Source ↗
Try using a current AI assistant, like ChatGPT, Copilot, or Gemini, for a simple task you do every day, such as summarizing an email or drafting a short message. Pay attention to how well it understands your request and if the output is helpful.
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Questions people ask
- Why is dogfooding important?
- Dogfooding helps companies find bugs and usability issues early, leading to better quality products and a more positive user experience.
- Who does the dogfooding?
- Typically, employees within the company perform dogfooding, using the product as they would if they were an external customer.
First seen on Subvolts Aug 14, 2026. Updated Sep 16, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.