Putting Guardrails on Production AI Agents with Volt
Sriram Manikanth M
Founder & Architect
The potential of autonomous AI agents is massive: automated incident mitigation, report generation, and system health checks. But letting an LLM execute write operations on production servers without oversight is a recipe for disaster. At Viksa, we believe the solution is Volt—a Slack-native and Teams-native approval hub that keeps humans in the loop.
The Operational Security Challenge
When building automation tools, security teams often raise red flags. They ask: What if the model hallucinates a delete argument? What if it accesses an unauthorized resource? Traditional approaches limit agents to read-only actions, which severely curtails their usefulness. With Volt, agents can execute complex write operations because they pause and request explicit permission for critical steps.
Interactive Slack Approvals
Volt integrates directly with Slack and Microsoft Teams. When an agent decides it needs to execute a tool tagged as `requires_approval`, the runtime suspends the execution thread. Volt posts an interactive card to your designated Slack channel showing: * The goal the agent is working on * The proposed action and parameters * The exact terminal command or API payload * An **Approve** and **Deny** button.
Implementing Approved Endpoints
Setting up approvals is simple. You specify the guardrails directly in the endpoint configuration, either in the code metadata or via the Viksa web dashboard.
@mcp_endpoint(
description="Restart a Kubernetes deployment in staging",
requires_approval=True
)
async def restart_deployment(namespace: str, deployment_name: str) -> dict:
# Code to restart the kubernetes service
return {"status": "success", "message": f"Deployment {deployment_name} restarted"}
Shared Routing and Low Latency
Under the hood, all messages flow through the global `volt-engine-service`. You do not need to open inbound firewall ports or deploy an app-level socket listener. Webhooks are secured via cryptographic signatures, and credentials are encrypted and stored in your private Viksa Vault.
With Volt, you get the best of both worlds: autonomous troubleshooting speed and strict human-in-the-loop control. It is the key to shipping AI agents that your security team will love.