AI NPCs that can control their actions along with dialogue. For instance, if I ask an NPC to tell me its favorite magic spell, it not only tells me the spell but also performs it!
Cycles budget and action guard for OpenClaw agents
Self-hosted runtime authority server for AI agents — budgets, risk, actions, tenant isolation
Documentation for Cycles — AI agent governance, runtime budget, action authority, MCP integration
Runaway AI agent spend prevention — demo using Cycles ($6 in 30s → hard stop at $1)
Open protocol for runtime budget and action authority over AI agents
Actra - control what runs before it runs, controls what actions are allowed before they execute. Evaluate policies across APIs, workflows and AI agents in real time.
Execution-time action control for ReAct language agents with stage-aware guards, wrong-object prevention, and action redirection in ALFWorld.
Admin API for Cycles — tenants, budgets, API keys, webhooks, audit, and governance
Rust client for Cycles — runtime budget authority for AI agents
Spring Boot starter for Cycles — runtime budget authority for AI agents
Signed webhook/event delivery for Cycles — retries, HMAC, replay, audit, governance events
AI agent action authority — demo of blocking unapproved tool calls with Cycles
AI agent governance dashboard for Cycles — budgets, action authority, tenants, webhooks, reservations, audit
Budget governance for OpenAI Agents SDK — enforce cost limits before tools execute
Python SDK for Cycles — reserve, commit, release budget and risk for AI agents
TypeScript SDK for Cycles — runtime budget and action authority for Node.js AI agents
LangChain agent middleware for Cycles — pre-tool-call authorization and per-tenant budget enforcement for Python agents using create_agent
Spring AI starter for Cycles — runtime budget and action authority for Spring AI agents
To associate your repository with the action-control topic, visit your repo's landing page and select "manage topics."