updated interfaces overview page.

interfaces/overview.mdx

@@ -2,26 +2,27 @@
 title: 'Overview'
 ---
 
-Interfaces are **fully hackable**, which you can use to build *personalized* pipelines
-for: logging, evaluations, guardrails, human labelling, agentic workflows,
-self-optimization, and more.
+Interfaces are **fully hackable**, which you can use to build *custom* interfaces for:
+logging, evals, guardrails, labelling, tracing, agents, human-in-the-loop, hyperparam sweeps,
+and anything else you can think of ✨
 
-simply `unify.log` your data, and then compose your own custom interface using the
-three core building blocks: (1) **tables**, (2) **plots** and (3) **views**.
+Just `unify.log` your data, and add an interface using the four building blocks:
 
-Despite the explosion of LLM tools, many of these are inflexible, overly abstracted, and
-complex to navigate.
+1.  **tables** 🔢
+2.  **views** 🔍
+3. **plots** 📊
+4. **editor** 🕹️ (coming soon)
 
-Tooling requirements constantly change across *projects*, across *teams*, and across
-*time*. We've therefore made Unify as simple, modular and hackable as possible, so you
-can spin up and iterate on the *exact* AI platform that **you** need, in **seconds** ⚡
+Every LLM product has **unique** and **changing** requirements, as do the **users**.
+Your infra should reflect this!
 
-Rather than going through *each concept* in detail, we explain interfaces through a
-simple *case study*, where we're building an education app for students.
+<div style="display: block;" align="center">
+    <a href="https://console.unify.ai/">
+        <img class="dark-light" width="100%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/refs/heads/main/img/externally_linked/notion_for_llm_observability.gif"/>
+    </a>
+</div>
 
-This single case study walks through the use of **logging**, **evaluating** and
-**debugging** the LLM application. This is by no means an exhaustive list (you can
-build an interface for pretty much *anything*), but it should give you an idea of
-how flexible and hackable interfaces are 🛠️
+We've tried to make Unify as **(a) simple**, **(b) modular** and **(c) hackable** as possible,
+so you can quickly probe, analyze, and iterate on the data that's important for **you**, your **product** and your **users** ⚡
 
 Head over to the next page to dive in! ➡️