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Taffy searches the transcripts of 19 YouTube channels that founders and AI builders learn from, including Y Combinator, a16z and Greg Isenberg: 2,916 indexed videos. Ask a question and the answer cites the episode and the minute.

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Report no. 2 · 19 October 2026 · 9 min read

AI evals in practice: how teams measure agent quality

Teams that measure agents well read failed traces first, turn each failure into a pass/fail check, test their judges, then watch production.

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From the comments

“If you get 100% accuracy with an LLM based system, it means you haven't tested enough.”
74 likes, under Y Combinator's “Why Vertical LLM Agents Are The New $1 Billion SaaS Opportunities”
Channels
12
channels
Videos
30
videos
Comments
530
comments

A real answer from the archive

Should you start an AI startup solo or with a co-founder?

While traditional startup wisdom heavily favors co-founders for emotional resilience and increased odds of success, the emergence of AI tools is shifting the calculation by reducing the need for "complementary skills" while heightening the importance of a co-founder as an emotional partner. The Case for Co-founders:...

Who it's for

Ideal for

  • You build with AI and learn from channels like Y Combinator, a16z and Greg Isenberg.
  • You want the episode and the minute an answer came from.
  • You read comments as market research.

Not ideal for

  • Channels outside the 19 in the archive.
  • Answers from the whole web, since Taffy answers only from the transcripts it has indexed.

Questions

What is Taffy and what does it cost?

Taffy searches the transcripts of 19 founder YouTube channels, including Y Combinator and a16z. Ask a question and the answer cites the episode and the minute. It is best for founders who build with AI. You get 2 questions free with no account, then 5 a day signed in. Pro is $9 a month for unlimited questions.

Why not just ask ChatGPT?

ChatGPT can't reliably read a video, so it answers from memory. Taffy answers from the transcripts it has indexed, and cites the episode and the minute.

Who is Taffy for?

We didn't build Taffy for people who watch every episode. We built it for the builder with a question today and a backlog of episodes they'll never finish.

What if nothing in the archive covers it?

Taffy answers only from what the creators in your topic said. It never makes up a quote, a creator or a timestamp, so a thin answer means the archive is thin on that question.