constitutional-ai

Add safety guardrails to autonomous agents by enforcing constitutional rules across three layers: prompt injection checks, pre-execution checks, and post-execution checks. This framework prevents unsafe actions while maintaining transparency and controlling costs.

Pre-execution and post-execution checks are safety mechanisms that validate agent behavior before and after tool calls. They enforce constitutional rules to prevent unsafe actions, protect privacy, and ensure transparency across multi-agent workflows.

Protect multi-agent workflows from prompt injection by applying constitutional safety rules to the system prompt. This creates guardrails that govern subagent cascades, ensuring behavior aligns with safety, privacy, and autonomy requirements.

Yes, constitutional rules are modular and customizable for governing subagents in multi-agent cascades. You can tailor governance to specific enterprise contexts, applying guardrails and auditability across safety, cost, privacy, and transparency dimensions.

Implement privacy and cost controls for autonomous tool calls by integrating constitutional rules into the agent system prompt. This framework applies pre-execution and post-execution guardrails to protect privacy, control costs, and maintain transparency.

Set up constitutional rules by loading nine safety, cost, privacy, transparency, and autonomy rules into the agent configuration. Append them to the system prompt and enable pre- and post-execution checks for safe autonomous operation.