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The 3-Headed Monster

Every AI agent team fights the same battle: Cost that scales faster than value, Latency averaging 3000ms per call, and Hallucinations that erode trust in production.

Real-Time Compilation

Change your base_url. We analyze Langfuse traces on the fly and hot-swap LLM calls for 10ms code by your 3rd execution.

Continuous Safety

5% canary testing continuously verifies against the frontier model. Your agents stay fast and correct.

Enterprise-Grade by Default.

Zero Data Retention

Data is processed in-memory and never persisted. Your prompts, completions, and traces pass through BubbleFish without touching disk — nothing to leak, nothing to subpoena.

VPC Deployment

Deploy within your own virtual private cloud for full network isolation. BubbleFish runs alongside your infrastructure — no data leaves your perimeter.

X-BubbleFish-Bypass Kill Switch

Include the header to instantly route traffic directly to the LLM provider, bypassing BubbleFish entirely. One header. Full control. No code changes required.

Don't Trust Black Boxes. Guarantee Output with Nexus.

Router Node Data Extraction MCP Tool

Glass Box Operations

See every decision your agent makes. Inspect inputs, outputs, and reasoning at every node — no more guessing why your agent did what it did.

Visual Guardrails

Set constraints visually, not in code. Define output schemas, validation rules, and fallback paths by dragging connections — not writing try/catch blocks.

Publish as MCP Endpoints

Turn any workflow into a callable tool. One click to publish as an MCP endpoint that other agents, services, or humans can invoke directly.

Run Your Agents Like Real Software.