Agent System Architecture Lab: Loop vs Graph vs Harness

User Input

LLM Planner

API Tool Call

Guard / Validator

Trap Loop / Error

📊 State & Execution Telemetry

IDLE

Completed Steps

Token Cost

Recovery Rate

Caught Traps

Live Execution Trace Log

[System Ready] Initialized 'Infinite Re-try Trap' under Unbounded Loop architecture. Click 'Run Stress Test' to observe state convergence.

Architectural Resilience Comparison Matrix Current Active Architecture: Unbounded Loop

Architecture Pattern	Error Fallback Route	Max Retry Limit	Token Explosion Risk	Production Resilience
Unbounded Loop (Implicit State)	❌ Missing (Loops to self)	Infinite (Unbounded)	HIGH (Token Exhaustion)	Fragile (0%)
Directed Graph (Explicit Map)	✅ Explicit Branch Edge	Static Conditional	MEDIUM (Bounded Loop)	Resilient (65%)
Guarded Harness (Policy Rails)	✅ Guarded Fallback Node	Dynamic Guard Constraint	LOW (Capped Budget)	Guarded (100%)