Context
Today on Hacker News, a story about an AI agent deleting a production database hit 431 points and 583 comments. It's the extreme case of a broader problem: agents execute tasks, but they don't think about consequences.
This is particularly relevant for VoltAgent since sub-agents and distributed routing mean multiple agents could potentially touch production systems.
Safety patterns I've found useful
1. Dry-run by default
Every destructive operation should require an explicit --confirm flag. Agents should generate the plan, not execute it.
2. Permission scoping per task
If a task is "analyze the codebase", the agent gets read-only access. If it's "create a PR", it gets write to a specific branch only. Never wildcard permissions.
3. Human-in-the-loop for destructive operations
Any operation that:
- Deletes data
- Modifies production infrastructure
- Sends external communications
- Spends money
Should require human approval before execution.
4. Audit trail
Every agent action should be logged with: what was requested, what was executed, what changed, and what the agent's reasoning was.
Question for the community
How does VoltAgent handle safety boundaries for sub-agents? Is there a built-in way to restrict what a sub-agent can do based on its task scope?
I'm running 5+ agents in production daily and this is one of my biggest concerns.
Related write-up: AI should elevate thinking, not replace it
Context
Today on Hacker News, a story about an AI agent deleting a production database hit 431 points and 583 comments. It's the extreme case of a broader problem: agents execute tasks, but they don't think about consequences.
This is particularly relevant for VoltAgent since sub-agents and distributed routing mean multiple agents could potentially touch production systems.
Safety patterns I've found useful
1. Dry-run by default
Every destructive operation should require an explicit
--confirmflag. Agents should generate the plan, not execute it.2. Permission scoping per task
If a task is "analyze the codebase", the agent gets read-only access. If it's "create a PR", it gets write to a specific branch only. Never wildcard permissions.
3. Human-in-the-loop for destructive operations
Any operation that:
Should require human approval before execution.
4. Audit trail
Every agent action should be logged with: what was requested, what was executed, what changed, and what the agent's reasoning was.
Question for the community
How does VoltAgent handle safety boundaries for sub-agents? Is there a built-in way to restrict what a sub-agent can do based on its task scope?
I'm running 5+ agents in production daily and this is one of my biggest concerns.
Related write-up: AI should elevate thinking, not replace it