Orchestrating AI Agents for Maximum Impact
✦ An interactive presentation on building with Claude ✦
What Is This? • Quick Start • The Workflow • Controls • Tech Stack
An animated presentation showcasing context engineering — the art of orchestrating AI agents through structured planning, parallel execution, and persistent memory.
The core insight: Don't just prompt. Engineer the context.
Brainstorm → Research Swarm → Deep Dives → Decisions → Track → Ship
Based on: A real case study bootstrapping a complex voice assistant with 20+ parallel agents, 175K lines of research, and zero rework commits.
# Clone and install
git clone https://github.com/hyperb1iss/context-engineering-demo
cd context-engineering-demo
pnpm install
# Start development
pnpm dev
# Build for production
pnpm buildOpen http://localhost:5678 and press Space to begin.
| Phase | What Happens |
|---|---|
| 💜 Brainstorm | Extended thinking generates the master plan |
| 📋 Handoff | Structured prompt transfers context to Claude Code |
| ❓ Questions | AskUserQuestion tool clarifies ambiguity upfront |
| 🌀 Swarm | 20+ parallel agents research state-of-the-art |
| 🔍 Deep Dives | Targeted prompts explore critical decisions |
| ✅ Decisions | Architecture choices crystallized as ADRs |
| 🔮 Sibyl | Knowledge graph tracks tasks & captures learnings |
| 🚀 Ship | Orchestrated agents implement with validation |
| Tool | Purpose |
|---|---|
| Sibyl | Persistent memory & task tracking |
| agent-browser | Visual validation via screenshots |
| codex-mcp-server | Cross-check with Codex |
| Key | Action |
|---|---|
→ Space |
Next slide / Start widget |
← |
Previous slide |
Home / End |
First / Last slide |
0-9 |
Jump to slide |
F |
Toggle fullscreen |
Esc |
Exit fullscreen |
| Layer | Choice |
|---|---|
| Framework | React 19 |
| Animation | Motion (Framer) |
| Styling | Tailwind CSS v4 |
| Build | Vite 7 |
| Fonts | Clash Display + Satoshi + Geist Mono |
| Theme | SilkCircuit Neon |
| Color | Hex | Usage |
|---|---|---|
| Electric Purple | #e135ff |
Primary accent |
| Neon Cyan | #80ffea |
Headlines, success |
| Coral | #ff6ac1 |
Code, numbers |
| Electric Yellow | #f1fa8c |
Warnings, highlights |
| Success Green | #50fa7b |
Confirmations |
| Deep Black | #050508 |
Background |
src/
├── components/ # ConversationPlayer, AgentSwarm, StatCounter...
├── slides/ # Individual slide components
├── data/ # Conversation mock data
├── hooks/ # useKeyboardShortcuts, useFullscreen
├── lib/ # animations.ts, theme.ts
└── styles/ # Tailwind + custom CSS
This presentation about context engineering was itself built using context engineering:
- Mined conversation history from the Haven project using Claude Code
- Synthesized 85KB case study from real agent sessions
- Created detailed specs (BUILD.md, DESIGN.md, SLIDES.md)
- Handed off to Claude Code with full context
- Parallel agents built components while Sibyl tracked the work
It's context engineering all the way down.
Created by Stefanie Jane
✦ Built with context engineering, naturally ✦