Guardrails And Safety Evaluation For Llm Outputs

via “guardrails system with content filtering and alignment enforcement”

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Unique: Combines rule-based and LLM-based guardrails for defense-in-depth, with configurable application points throughout the execution pipeline. Logs all filtering decisions for audit trails, enabling compliance verification and continuous improvement of guardrail rules.

More comprehensive than single-layer filtering (like just regex-based content filters) because it uses semantic validation. More practical than pre-generation constraints because it doesn't require modifying the agent's reasoning process.