Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

124 stars 21 forks 124 watchers Python Apache License 2.0
agent-benchmark agent-evaluation agentic-ai ai-agents anthropic autogen cli crewai evaluation langchain-agent langgraph llm mcp openai-assistants pytest python regression-testing testing
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Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted cli

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation enhancement help wanted

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing

AI Summary: This GitHub issue proposes improving error messages when an agent endpoint is unreachable due to connection issues (refused, timeout, DNS failure). Instead of generic Python tracebacks, the system should catch specific HTTP exceptions like `httpx.ConnectError` and `httpx.TimeoutException` to display user-friendly messages, including the endpoint URL and helpful hints. The pattern should also be applied to other adapters beyond HTTP.

Complexity: 2/5
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing

AI Summary: This issue requests adding a `--timeout` flag to the `evalview check` command. This flag will allow users to specify a timeout duration per test, defaulting to 30 seconds, to handle slow agent responses. The implementation involves using `click.option` and passing the timeout value to the underlying adapter, following the pattern established by the `run` command.

Complexity: 1/5
enhancement help wanted good first issue cli

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue statistics

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue visualization

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue cli

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
documentation good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted good first issue

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted performance

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement help wanted statistics

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement good first issue cli

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing
enhancement good first issue visualization

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Python
#agent-benchmark#agent-evaluation#agentic-ai#ai-agents#anthropic#autogen#cli#crewai#evaluation#langchain-agent#langgraph#llm#mcp#openai-assistants#pytest#python#regression-testing#testing