Nexus Platform UI/UX Design for AI Agent Evaluation by Keitoto StudioNexus Platform UI/UX Design for AI Agent Evaluation by Keitoto Studio

Nexus Platform UI/UX Design for AI Agent Evaluation

Keitoto Studio

Keitoto Studio

Nexus Platform UI/UX Design for AI Agent Evaluation

Overview

Nexus is an enterprise-grade AI infrastructure platform designed to give autonomous AI agents structured, sandboxed environments to execute tasks. From code execution to browser automation, Nexus transforms complex agent evaluation into a scannable, developer-first web ecosystem.

The Core Challenge

Evaluating AI agents requires testing across diverse execution surfacesโ€”code repositories, web browsers, citation graphs, and CLI terminals. Without unified telemetry, developers struggle to track agent reward scores, inspect turn-level action logs, and compare model benchmarks across isolated environments.

Feature & UI Highlights

Package Index Registry Search: A search interface allowing developers to filter agent sandboxes by category, episode length, version history, and maintainer tags.
Six Agent Execution Surfaces: Dedicated evaluation modules tailored for Coding (pytest & git surface), Research (citation graphs), Browser (headless Chromium), Mathematics, Data, and Tool Use.
Turn-Level Action Traces: High-density terminal logs providing step-by-step visibility into exact agent actions, tool calls, and execution outputs.
Live Reward & Run Analytics: Scannable metric cards tracking peak rewards, average step counts, total execution runs, and model version histories.

Visual Aesthetics & Mockup Presentation

OLED Dark Mode Aesthetics: Deep black canvas accented with vivid terminal-green status badges, high-contrast typography, and clean tabular grids.
High-Tech Presentation: Presented on desktop monitors, sleek smartphones, and tablets resting against organic volcanic rock and dark moss textures, reflecting raw compute power grounded in nature.

The Outcome

Nexus provides AI research teams with an intuitive, unified platform to benchmark, debug, and publish agent environments with total visual clarity and zero operational friction.

Discover the Complete Experience Below

Eager to see how every component connects? Scroll down to explore the full layout breakdown, typography choices, and visual design hierarchy in action!

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Posted Nov 2, 2026

Designed an OLED dark-mode UI for Nexus, giving AI agents sandboxed environments, turn-level action traces, and live evaluation analytics.