goldy
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Human judgment.
Automatically labeled.

Goldy turns one-click reviews in Slack into labeled training data for your evals. No hand-labeling. No PM required.

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Free while in beta · Installs in 2 minutes

G
Goldy APP 2:14 PM
#ai-evals

New LLM output ready for review (Prompt v2.4):

Generated Summary

"Customer requested refund for order #8492 due to shipping delay. Policy allows auto-approval within 14 days."

Syncing with Langfuse dataset ID: ev_8f92a

Stop hand-labeling eval data.

Every review your team gives becomes labeled golden data. Your LLM-as-judge trains on ground truth — not vibes, not synthetic guesses.

1

One click, real labels.

Reviews come from the humans who actually know what "good" means.

2

Grows with your product.

New failure patterns get proposed as categories automatically.

3

Plugs into your stack.

Feeds Langfuse, Braintrust, or your own eval pipeline.

How it works

1. Connect

Add Goldy to Slack. Point it at your AI tool.

2. Review

Goldy sends outputs to the right person for a one-click verdict.

3. Distill

High-agreement judgments become golden data for your evals.

Why now

AI teams ship faster than ever, but eval data still gets hand-labeled or generated synthetically. Meanwhile, the people who actually know what "good" means — PMs, domain experts, founders — never get asked. Goldy closes that gap.

Security & trust

Built for teams that care about their data

Slack-native

Built on Slack's official platform and OAuth flow.

Least privilege

We ask for the minimum permissions. Here's exactly what and why →

Your data stays yours

We store the feedback you give. Never your conversations. Never used for training.

Encrypted end to end

In transit and at rest.

What's coming

Now

Slack Engine

One-click feedback in Slack → golden data for your evals.

Next

Auto Patterns

Auto-detect failure patterns → categories that grow from your data.

Later

LLM-as-Judge

Built-in LLM-as-judge → catches regressions before they ship.

Works with

Slack Langfuse

More coming. Building the connector you need? Tell us →

Questions

One click. If you're an admin it installs. If not, Slack sends a request to your admin for you.
Only the feedback you give and the output being reviewed. We never store your team's other Slack conversations. We never train on your data.
Yes. Goldy was built for teams where builders send outputs directly to founders or business stakeholders — anyone who owns the "is this good?" call.
Those are eval platforms — they run evals against datasets. Goldy is the layer that builds the dataset in the first place, from real human judgment. It feeds them.
Free while in beta. Pricing will scale with usage, not seats.