Agent Cascade Fault & Bottleneck Profiler

Pipeline DAG & Real-Time Failure Propagation READY • 100 PASSES

Compound Success

60.4%

p95 Latency

6,280 ms

Token Multiplier

3.4x

Amplification

2.3x

Cascade Root Cause Diagnosis

CRITICAL BOTTLENECK action_executor

Unconstrained JSON Schema parameters in Action Executor leading to retry thrashing under schema drift from Knowledge Retriever. Responsible for 63.2% of pipeline failure states.

PRESCRIBED MITIGATIONS

• Insert deterministic Pydantic/Zod validator between Retriever and Executor
• Implement Circuit Breaker after 2 consecutive parameter mismatches
• Cache retriever vector embeddings to prevent duplicate token blowup on retry

Action Executor (Tool Call) EXECUTOR

Base Reliability (78%):

Base Latency (ms):

Tokens Per Call:

Primary Failure Mode:

Max Retries:

Circuit Breaker & Fallback:

Strict Zod/Pydantic Contract:

💡 Modifying node parameters or enabling strict contracts updates pipeline resilience immediately upon simulation.