Your code review covers code. It doesn't cover prompts. Before founding Braintrust, Ankur Goyal began as a builder, developing distributed systems and applied AI and machine learning products. Like many developers, he faced a persistent problem: How do you know if what you’re shipping will actually work in production? In this episode, Ankur talks to 1Password CTO Nancy Wang and Google Gemini’s Dev Tagare about why AI development needs feedback loops and how evals help teams move faster.
In this episode:
Evals are becoming the new product development loop
Feedback loops help teams learn from unpredictable AI behavior in production
Traditional tracing tools don’t explain AI failures
Choosing an LLM is more like choosing a database than a CPU
The agent layer should be treated as disposable
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Go deeper:
Episode companion blog: https://www.1password.com/blog/prompt-changes-security-review
1Password Developer newsletter: https://1password.com/developer-newsletter
Ankur:
LinkedIn: https://www.linkedin.com/in/ankrgyl/
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