loopgain-ai/loopgain

Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.

Continuous Autonomy for the AI SDK

A library of components to help agent builders boost their agent performance (tool-calling, instruction following, policy, etc.)

AgentOpt automatically finds the best LLM model combination for each step of your agent — optimizing for accuracy, cost, and latency.

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

Julep — durable, composable AI agents. Flows that crash and resume, retry safely, and explain every step.

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

Easily switch between alternative low-cost AI models in Claude Code/Agent SDK. For those comfortable using Claude agents and commands, it lets you take what you've created and deploy fully hosted agents for real business purposes. Use Claude Code to get the agent working, then deploy it in your favorite cloud.

🔁 Improve your agent harness autonomously overnight