Skip to main content
Kazzle gives the AI real tools - shell, file editing, browsing, deployments. You stay in control of what it can and can’t do.
Tool policiesChoose which commands, domains, and file paths the AI can use
Prompt injection defenseExternal content can’t hijack the AI
Kazzle ships with sensible defaults. Adjust them in Settings > AI safety.

​
Limits

Limits pause the AI when it exceeds a threshold in a single response. The AI stops, shows what it’s done so far, and asks whether to continue or stop. This prevents runaway behavior. An AI that starts editing 50 files when you expected 3 gets caught early.

​
Default limits

CounterDefault threshold
Files modified20 per response
Files deleted5 per response
Browser actions30 per response
Total tool calls150 per response
Counters accumulate across all tool calls within one response and reset when the response finishes.

​
Configuring limits

Open Settings > AI safety > Limits to adjust thresholds per space. Set higher limits for trusted workflows, lower for exploratory ones. The AI can also adjust limits via tool calls, but those tool calls themselves always require approval.