Awwwards
Honorable Mention recognition
8-Week Course
Comprehensive context engineering curriculum
Conway's Game
Interactive cellular automata inspiration
The Challenge
Design an interface for an 8-week course on context engineering that captures the complexity and beauty of the subject matter. Context engineering - the art of crafting effective prompts, managing token windows, and building memory systems for AI - is a deeply technical discipline. The course needed a visual language that:- Reflected the algorithmic nature of the content
- Engaged developers who are typically design-averse
- Made complex topics feel approachable
- Stood out in a sea of generic course platforms
The Concept: Conway’s Game of Life
We found our inspiration in cellular automata - specifically Conway’s Game of Life. The metaphor was perfect:- Emergent Complexity: Simple rules creating complex patterns, just like prompt engineering
- Context Sensitivity: Each cell’s state depends on its neighbors, mirroring how tokens relate to each other
- Visual Interest: The evolving patterns create an ever-changing, mesmerizing backdrop
Technical Implementation
Interactive Background
The background features a live Game of Life simulation that:- Responds to user scroll position
- Shifts color based on current course module
- Maintains 60fps performance
- Gracefully degrades on mobile devices
Course Content
The platform organizes deep technical content into digestible modules:Why RAG Alone Won't Save Your AI Product
Retrieval-augmented generation has limits. Learn why context architecture matters more than vector similarity.
The Context Window Is a Lie
128k tokens doesn’t mean 128k tokens of useful context. Understanding effective context utilization.
Building Memory Systems for Agentic AI
How to design context persistence that actually works across multi-turn, multi-agent workflows.
Interface Templating
Structured approaches to prompt design that maintain consistency at scale.
Technical Stack
React
Component architecture
TypeScript
Type-safe development
JavaScript
Canvas animations
Next.js
React framework
Tailwind
Styling system
Framer Motion
Page transitions
The Recognition
The project received an Awwwards Honorable Mention, validating the design approach of bringing algorithmic beauty to educational content.Inspired by Conway’s Game Of Life, designed an interface for an 8-week course on context engineering.
Why It Matters
Educational platforms for technical content often fall into two traps: either they’re visually boring (just text and code blocks) or they’re over-designed (animations that distract from learning). Ctx.eng threads the needle by making the design itself part of the lesson - the cellular automata background isn’t decoration, it’s a visual metaphor for the content being taught.Client
Developed for WithSeismic as part of our context engineering education initiative.View on Contra
See the full Awwwards showcase