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Unify

Unify

Notion for LLM Observability πŸ“Š

369 followers

Notion for LLM Observability πŸ“Š

369 followers

Visit website
LLMs
β€’
Unified API
β€’
AI Infrastructure Tools
Unify is a lightweight, hackable, fast, and flexible observability framework, for products with or without LLMs, letting you focus on the data, plots and metrics that matter to you, and nothing else 🎯 Sign up now and get one month free!
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Company Info
unify.ai
Unify Info
Y Combinator
Launched in 2024View 2 launches
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p/unify-5
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Unify Launches

Unify
Unify Notion for AI Observability πŸ“Š

Launched on March 18th, 2025

Do you use Unify?

This is the 2nd launch from Unify. View more
Unify

Unify

Notion for AI Observability πŸ“Š
Lightweight, hackable, fast, and flexible AI observability. Focus on the data, plots and metrics that matter to you, and nothing else 🎯 Sign up now!
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Launch tags:
Open Sourceβ€’Developer Toolsβ€’Artificial Intelligence
Launch Team / Built With
Garry TanDaniel LentonVed Patwardhan
OpenAI
Vercel
Cursor

What do you think? …

Daniel Lenton
Daniel Lenton
Unify

Unify

Maker
πŸ“Œ

Hello ProductHunt πŸ‘‹ - really excited to be launching today! πŸš€ 😁


First of all, I know… Another (AI) observability tool... 🫠 To be honest, we wish we didn’t have to add to the pile, but in our view AI observability is broken, and it needs fixing.


When building AI apps ourselves, we were often left fighting against the observability tooling, trying to strip things back to the bare minimum. 


Unify interfaces addresses this, by being very:
πŸͺΆ lightweight
πŸ”§ hackable
⚑fast
🧱composable

We hope that it makes it easier to go from zero to one on your products (with or without LLMs), letting you focus on the metrics that matter to you, and nothing else 🎯


The core building block is simple, just `unify.log`. This lets you store any kind of data to your console for easy visualization, grouping, sorting, and plotting etc.


You can then hack together your own custom interface, for whatever you want using three basic tile types: Tables πŸ”’, Views πŸ” and Plots πŸ“Š

You can use these three primitives to:

βž•create + visualize your datasets in a new tab (with or without LLMs)

βž•monitor and probe production traffic in a new tab (with or without LLMs)

βž•start an evaluation flywheel in a new tab (with or without LLMs)

πŸ“‰optimize your product for your users (with or without LLMs)

🧠whatever else you can think of (with or without LLMs!)


We’ve created a case study (with LLMs 😁) showing how you can compose these basic concepts to get clear view of the data + metrics that matters to you (and nothing else 🧘), and ship at lightning speed ⚑


Feel free to check it out and let us know what you think. We’d love all kinds of feedback (especially criticism and suggestions)!


Thanks so much everyone ❀️
Happy prompting ✌️

Report
5mo ago
Stain Lu
Stain Lu

Grimo

@dan_lenton Just tried Unify and it's exactly what i needed for my AI projects! been struggling with other observability tools that feel so bloated and slow. this is refreshingly lightweight and actually lets me focus on the metrics that matter instead of drowning in unnecessary data.

love how hackable the interface is - took me like 10 minutes to set up custom visualizations for my specific use case (which would've been impossible with langsmith or weights & biases without major workarounds).

the ability to quickly compose tables, views and plots is super practical. no more fighting with the tools just to see what's happening in my models!

congrats to the team for solving a real pain point. curious about your roadmap for supporting more complex evaluation workflows? (⁠.⁠ ⁠❛⁠ ⁠ᴗ⁠ ⁠❛⁠.⁠)

Report
5mo ago
Stain Lu
Stain Lu

Grimo

Just tried Unify and it's exactly what i needed for my AI projects! been struggling with other observability tools that feel so bloated and slow. this is refreshingly lightweight and actually lets me focus on the metrics that matter instead of drowning in unnecessary data.

love how hackable the interface is - took me like 10 minutes to set up custom visualizations for my specific use case (which would've been impossible with langsmith or weights & biases without major workarounds).

the ability to quickly compose tables, views and plots is super practical. no more fighting with the tools just to see what's happening in my models!

congrats to the team for solving a real pain point. curious about your roadmap for supporting more complex evaluation workflows? (⁠.⁠ ⁠❛⁠ ⁠ᴗ⁠ ⁠❛⁠.⁠)

Report
5mo ago
Jonas Urbonas
Jonas Urbonas
Fable Wizard

Fable Wizard

I love how Unify interfaces is stripping down AI observability to just what’s essentialβ€”lightweight, customizable, and fast! How do you see teams using it to streamline the data visualization and monitoring process in real-time?

Report
5mo ago
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