The Agentic Observability Sandbox Now Comes to You for Free

Introducing the BlueRock Agentic Platform-as-a-Service (PaaS) for the Agentic Observability Sandbox 

Since we launched the Agentic Observability Sandbox, the most common question from developers hasn’t been about what it does. It’s been about how to get started faster.

The self-hosted Sandbox deploys on AWS via CloudFormation or Terraform in under five minutes.But for developers who want an even faster path to building, we’re introducing a faster, more flexible option. .

Today we’re announcing the launch of the Agentic Observability Sandbox for free (30 day free trial).  The Agentic Observability Sandbox lets you run in YOLO mode without the risk of adverse impacts. This managed PaaS option gives you our Agentic Observability Sandbox with the following capabilities: 

• Observability and tracing of agent executions

• Complete MCP protocol event visibility and control for pythonic agents and MCP servers

• Process and file system isolation

• FastMCP pre-deployed for MCP server builds

• Protocol and network access enforcement from the agent

• Secure runtime for agents and servers to proactively protect against known and unknown CVEs

Just register and build.

The details

The BlueRock Agentic PaaS gives developers the visibility they need to build agents better and faster, and security teams the visibility and control to reduce risk. The details of the capabilities are as follows: :

MCP tool calls and controls — Every MCP event – tool lists, tool invocation with full arguments and parameters. See which tools are advertised vs. executed in addition to the ability to restrict tools.  With our advanced offering, you can control tools based on tool classification (e.g. destructive, write, read) via policies..

Process execution — All spawned processes and commands. When an agent runs code, you see the full execution lineage — not just that something ran, but what it ran and what happened next.

File access — Read and write operations across the filesystem. Track which files your agent touches, in what order, and whether access patterns match your expectations.

Network connections — Outbound connections and destinations. Know where your agent is reaching and whether those connections are intentional.

Secure Agentic Runtime – Agents and MCP servers continue to be subject to attacks and have exposed vulnerabilities.  BlueRock’s PaaS provides proactive protection to deliver a secure-by-default runtime to prevent exploits.

These dimensions trace the full Agentic Action Path — model decision through tool calls, data access, and code execution to outcome. That’s what helps you understand what your agent is doing and how to make it better..

Why we built this

Agent behavior is hard to understand once execution fans out. A single decision can trigger a chain of tool calls, each producing side effects that compound. Developers told us they need setup to be fast with full observability.  We delivered via a single command-line execution.  

The BlueRock Agentic PaaS is designed to eliminate the gap between “I want to understand my agent’s behavior” and actually seeing it. Register, get credentials, run your agent, observe execution. In YOLO mode, the learning loop starts immediately.

This matters because visibility comes before control. You can’t govern what you can’t see, and you shouldn’t need to add enforcement before you understand what your agent is doing. The faster you reach that first trace, the faster you build confidence in how your agents actually operate.

Where this fits

The Sandbox works with CrewAI, LangChain, Google ADK, FastMCP, and Gemini CLI. Python and Java MCP servers are supported today, with Javascript and TypeScript coming in Q1.

The Sandbox is the starting point of BlueRock’s observability journey — not the end state. It’s where you go from reading about the Agentic Execution Gap to experiencing it firsthand, with your own agents, your own tools, your own execution paths.

As your agents move toward autonomous production-level deployments, BlueRock’s Agentic Visibility and MCP Server Protection extend that same observability into governance. The action paths you traced in the Sandbox become the action paths that are monitored and enforced at scale.

The PaaS option makes that starting point accessible to any developer, on any team, without the security risks or infrastructure dependencies.

Get started

Register for free at bluerock.io/agentic-sandbox. Choose managed PaaS for same-day access with zero setup, or self-hosted if you need data residency on your own AWS.

Run an agent. See the full action path. Understand what your agent actually does.