runtime-control

Python runtime checks for AI agents: budgets, loops, retries, and local traces. Zero runtime dependencies. MIT.

Execution Constraint Engine (ECE) is a runtime decision layer for multi-step LLM workflows. ECE (v1) focuses on cost constraints, acting as a guardrail for unbounded execution in loops, agents, and multi-step systems. It evaluates projected cost before each step and stops execution before exceeding a defined budget.

Official Python SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI

Open-source agent simulation and runtime control platform for Claude Code

Aegis full-scope demo showcasing runtime control for AI workflows across RAG, LLM, and multi-agent coordination with measurable improvements under stress.

SmplWise Home Assistant integration that turns off selected room entities after a continuous runtime limit.

Runtime enforcement gateway for autonomous AI agents with behavioral drift blocking

Runtime admissibility and execution control for agentic AI systems.