| 
 | 1 | +# Changelog  | 
 | 2 | + | 
 | 3 | +## Agent-lightning v0.2.1 (10/30/2025)  | 
 | 4 | + | 
 | 5 | +Agent-lightning v0.2.1 is a stabilization release for v0.2.0. It introduces several bug fixes and new features, plus a number of unlisted CI improvements.  | 
 | 6 | + | 
 | 7 | +### Bug fixes  | 
 | 8 | + | 
 | 9 | +* Fix LiteLLM issues when restarting the proxy multiple times in the same process (#174 #206)  | 
 | 10 | +* Fix LiteLLM model name selection when multiple servers use the same model (#197)  | 
 | 11 | +* Fix store port conflict handling (#227)  | 
 | 12 | + | 
 | 13 | +### New Features  | 
 | 14 | + | 
 | 15 | +* Add trainer port option for client-server strategies (#198)  | 
 | 16 | + | 
 | 17 | +### Documentation  | 
 | 18 | + | 
 | 19 | +* Add tutorial for launching workers on separate machines (#213)  | 
 | 20 | +* Add link to VERL framework (#210)  | 
 | 21 | +* Add link to vLLM blog (#215)  | 
 | 22 | +* Fix a couple of typos and avoid emacs backup files (#237)  | 
 | 23 | + | 
 | 24 | +### New Contributors  | 
 | 25 | + | 
 | 26 | +A warm welcome to our first-time contributors: @scott-vsi, @ddsfda99, @jeis4wpi 🎉  | 
 | 27 | + | 
 | 28 | +**Full Changelog**: https://github.com/microsoft/agent-lightning/compare/v0.2.0...v0.2.1  | 
 | 29 | + | 
 | 30 | +---  | 
 | 31 | + | 
 | 32 | +## Agent-lightning v0.2.0 (10/22/2025)  | 
 | 33 | + | 
 | 34 | +Agent-Lightning v0.2.0 introduces major framework improvements, new execution strategies, expanded documentation, and enhanced reliability across the agent training and deployment workflow. This release includes **78 pull requests** since v0.1.2.  | 
 | 35 | + | 
 | 36 | +### Core Enhancements  | 
 | 37 | + | 
 | 38 | +* **Lightning Store**: Added unified interface and implementation for Agent-lightning's core storage.  | 
 | 39 | +* **Emitter**: Emitting any objects as spans to the store.  | 
 | 40 | +* **Adapter** and **Tracer**: Adapting to OpenAI-like messages, and OpenTelemetry dummy tracer.  | 
 | 41 | +* **LLM Proxy**: Added LLM Proxy as the first-class citizen in Agent-lightning.  | 
 | 42 | +* **Agent Runner**: New version providing a more modular and robust runner design.  | 
 | 43 | +* **Embedded Algorithms**: Algorithms are now embedded directly into trainers for simplicity.  | 
 | 44 | +* **New Execution Strategies**: Introduced *Client-Server* and *Shared Memory* execution models.  | 
 | 45 | +* **Trainer Updates**: Integrated v0.2 interfaces and FastAlgorithm validation.  | 
 | 46 | + | 
 | 47 | +### Documentation & Examples  | 
 | 48 | + | 
 | 49 | +* Revamped documentation with new guides for **agent creation**, **training**, **debugging**, and **store concepts**.  | 
 | 50 | +* Improved quickstart tutorials, clarified installation and new deep-dive articles.  | 
 | 51 | +* Added and updated examples: *SQL Agent*, *Calc-X*, *Local SFT*, *Search-R1*, and *APO algorithm*.  | 
 | 52 | + | 
 | 53 | +### Developer Experience  | 
 | 54 | + | 
 | 55 | +* Migrated build and CI pipelines to **1ES**, split workflows and aggregate badges for clarity.  | 
 | 56 | +* Adopted **uv** as the dependency manager.  | 
 | 57 | +* Added GPU-based pytest workflows for full test coverage.  | 
 | 58 | +* Enhanced debugging UX, pre-commit configs, and linting (Pyright fixes, import sorting).  | 
 | 59 | + | 
 | 60 | +### Ecosystem & Integrations  | 
 | 61 | + | 
 | 62 | +* Added support for agents built with [**Agent-framework**](https://github.com/microsoft/agent-framework).  | 
 | 63 | +* Added new community listings: [*DeepWerewolf*](https://github.com/af-74413592/DeepWerewolf) and [*AgentFlow*](https://agentflow.stanford.edu/).  | 
 | 64 | + | 
 | 65 | +### New Contributors  | 
 | 66 | + | 
 | 67 | +A warm welcome to our first-time contributors:  | 
 | 68 | +@hzy46, @lunaqiu, @syeehyn, @linhx1999, @SiyunZhao, and @acured 🎉  | 
 | 69 | + | 
 | 70 | +**Full changelog:** [v0.1.2 → v0.2.0](https://github.com/microsoft/agent-lightning/compare/v0.1.2...v0.2.0)  | 
 | 71 | + | 
 | 72 | +---  | 
 | 73 | + | 
 | 74 | +## Agent-lightning v0.1.2 (08/12/2025)  | 
 | 75 | + | 
 | 76 | +### What's Changed  | 
 | 77 | +* Add basic documentation in https://github.com/microsoft/agent-lightning/pull/33  | 
 | 78 | +* RAG example by @wizardlancet in https://github.com/microsoft/agent-lightning/pull/21  | 
 | 79 | + | 
 | 80 | +### New Contributors  | 
 | 81 | +* @wizardlancet made their first contribution in https://github.com/microsoft/agent-lightning/pull/21  | 
 | 82 | + | 
 | 83 | +**Full Changelog**: https://github.com/microsoft/agent-lightning/compare/v0.1.1...v0.1.2  | 
 | 84 | + | 
 | 85 | +---  | 
 | 86 | + | 
 | 87 | +## Agent-lightning v0.1.1 (08/06/2025)  | 
 | 88 | + | 
 | 89 | +### What's Changed  | 
 | 90 | +* Disable HTTP tracer tests and bump to 0.1.1 in https://github.com/microsoft/agent-lightning/pull/26  | 
 | 91 | +* Fix trainer bugs in v0.1 in https://github.com/microsoft/agent-lightning/pull/24  | 
 | 92 | + | 
 | 93 | +**Full Changelog**: https://github.com/microsoft/agent-lightning/compare/v0.1...v0.1.1  | 
 | 94 | + | 
 | 95 | +---  | 
 | 96 | + | 
 | 97 | +## Agent-lightning v0.1.0 (08/04/2025)  | 
 | 98 | + | 
 | 99 | +The first release of Agent-lightning!  | 
 | 100 | + | 
 | 101 | +- Turn your agent into an optimizable beast with **ZERO CODE CHANGE** (almost)! 💤  | 
 | 102 | +- Build with **ANY** agent framework (LangChain, OpenAI Agent SDK, AutoGen, CrewAI, ...); or even WITHOUT agent framework (Python OpenAI). You name it! 🤖  | 
 | 103 | +- **Selectively** optimize one or more agents in a multi-agent system. 🎯  | 
 | 104 | +- Embraces Reinforcement Learning, Automatic Prompt Optimization and more **algorithms**. 🤗  | 
 | 105 | + | 
 | 106 | +Install via `pip install agentlightning`.  | 
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