Multi-agent engineering
for high-craft software
Autonomous multi-agent sprints that ship verified production code, not prototypes. Zero runtime dependencies.
Works with
The Problem & The Solution
Raw LLM generation inevitably produces synthetic design clichés, fragile code, and token exhaustion. PixelCrew introduces architectural rigor, multi-agent coordination, and automated design gates.
SSR Hydration Crash vs. Deterministic Boundary
Single-prompt models render non-deterministic timestamps directly inside server components, causing catastrophic client hydration mismatch crashes.
// ⚠️ UNCHECKED RAW LLM OUTPUT
export default function SessionView() {
// Non-deterministic execution inside SSR tree
const seed = Date.now() + Math.random();
return <div id={seed}>User Session</div>;
}// ✓ PIXELCREW SWARM SPECIFICATION
export const dynamic = 'force-static';
export function SessionView({ token }: { token: string }) {
// Pure deterministic rendering with guaranteed SSR parity
return <div id={token} className="font-mono text-xs">Verified</div>;
}Engineered For Production
PixelCrew coordinates 9 specialized engineering workstations across Directed Acyclic Graphs, enforcing strict anti-AI quality standards with zero runtime dependencies.
Decomposition & Task Topology
Decomposes user brief into a Directed Acyclic Graph (DAG), mapping UI routes, data models, and subagent assignments with zero circular deadlocks.
- AST topology analyzer extracts existing project frameworks and ORM targets
- Wireframes 3-stage asymmetric onboarding layout with zero horizontal overflow
- Compiles Directed Acyclic Graph: uxPlanner -> frontendBuilder -> securitySentinel
Zero Runtime Overhead
No npm dependencies, zero bundle weight, and zero security attack vectors. Runs purely inside IDE context.
AST Prompt Caching
AST symbol-graph extraction reduces LLM token consumption by up to ~73.4%, eliminating memory churn.
Multi-IDE Universal Protocol
Instant drop-in support across Claude Code, Cursor, Antigravity, Gemini CLI, Kiro, Codex, and OpenCode.
The Canonical 23 Commands
Select any command to inspect its parameters, combination aliases, and live multi-agent execution.
blueprint
Plans UX section topologies, wireframes, and compiles dynamic DAG task graphs before writing code.