Agentless Pipeline Architect - Deterministic AI System Designer

Token Reduction

-68%

Worst-Case Latency Saved

-12.4s

Determinism Score

98 / 100

Failure Containment

Isolated Stage

Fragile Multi-Agent Swarm (Unbounded Loops)

Refactored Deterministic Pipeline (Typed DAG)

Interactive Inspection & Failure Analysis

State: Normal Execution

Click any node on either graph to inspect failure modes, token footprints, and isolation boundaries.

Deterministic Guarantees

Schema Validation Gateway Pydantic/Zod Deterministic Context Fetch (SQL/KV) Cached Single-Pass Structured JSON LLM 1-Shot Idempotent Action Dispatcher Locked UUID