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Agent-lightning Alternatives
Similar projects and alternatives to agent-lightning
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SaaSHub
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agentops
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
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panda-agi
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ison
🔥 Token-efficient JSON alternative for LLMs & agentic AI — same data, fewer tokens. Python · JS/TS · Rust · Go · C++
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better agent-lightning alternative or higher similarity.
agent-lightning discussion
agent-lightning reviews and mentions
Posts with mentions or reviews of agent-lightning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-08-11.
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Daily Artificial Intelligence Digest - Oct 26, 2025
Microsoft's agent-lightning project offers a comprehensive toolkit aimed at accelerating the process of building, testing, and deploying AI Agents. This open-source initiative highlights the industry's commitment to enabling faster development and implementation of advanced AI capabilities, providing developers with robust resources to streamline AI agent creation.
- Train AI agents with reinforcement learning (no code changes needed)
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Tune self-correct SQL agent with RL: AgentLightning+verl+vLLM+AgentOps+LangGraph
I trained the agent itself to write SQL, run it, check results, then rewrite until correct. The write and rewrite policies are optimized with RL, using a client–server setup in Agent Lightning and a LangGraph state machine. On a 500-sample Spider eval subset, Qwen2.5-Coder-3B with 4096 context reaches 80.4% at three turns of write and rewrite, 80.2% at one turn. After training, model Qwen2.5-Coder-1.5B can be even better than Qwen2.5-Coder-3B (untrained). I have compared multiple models and settings, hoping to shed light on tuning AI agents.
Full article: https://medium.com/@yugez/training-ai-agents-to-write-and-se...
Related projects:
- Agent Lightning as the glue: https://github.com/microsoft/agent-lightning
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www.saashub.com | 13 Aug 2026
Stats
Basic agent-lightning repo stats
3
17,457
8.9
28 days ago
microsoft/agent-lightning is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of agent-lightning is Python.
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