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Eval Sakhi
Turn your AI idea into a clear eval plan — before you ship
Most AI teams know evaluations matter. But when you try to design them for your use case, it often starts as a blank page. Eval Sakhi is a small AI agent that turns your AI idea into a structured eval plan — defining what “good” looks like, key metrics, failure modes, and how to test before deployment. It’s not another eval tool — just a way to move from “I know this matters” to “I know where to start.”
Here’s a strong first comment — aligned with your tone, and structured to drive interaction 👇
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I kept running into the same problem while building AI systems:
I knew evaluations mattered…
but every new use case started with a blank page.
What should I measure?
What could go wrong?
What does “good” even mean here?
So I built Eval Sakhi over a weekend to structure that thinking.
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Here’s a quick demo of how it works ↓
https://www.youtube.com/watch?v=SxpXthGdwUA
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If you want to try it, here’s a prompt you can paste:
“I want to build an AI shopping assistant that looks at things I want to buy and tells me if it’s an impulse purchase or something I genuinely need. It should consider my past behavior, price, and how often I’ll actually use it.”
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Would genuinely love to hear how others here are approaching evals — still figuring this out myself 🙏
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About Eval Sakhi on Product Hunt
“Turn your AI idea into a clear eval plan — before you ship”
Eval Sakhi was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #357 on the daily leaderboard. Most AI teams know evaluations matter. But when you try to design them for your use case, it often starts as a blank page. Eval Sakhi is a small AI agent that turns your AI idea into a structured eval plan — defining what “good” looks like, key metrics, failure modes, and how to test before deployment. It’s not another eval tool — just a way to move from “I know this matters” to “I know where to start.”
Eval Sakhi was featured in Productivity (649.9k followers), Developer Tools (511.1k followers) and Artificial Intelligence (466.4k followers) on Product Hunt. Together, these topics include over 280.5k products, making this a competitive space to launch in.
Who hunted Eval Sakhi?
Eval Sakhi was hunted by Sivam Pillai. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Eval Sakhi stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Sivam Pillai