dryfire
dryfire is a Git-native testing framework specifically built for LLM agents and their tool-use loops. Instead of asserting on final outputs, it captures and validates the entire trajectory of actions, enabling robust regression testing. Available on PyPI under the MIT license, it targets AI engineers building reliable autonomous agents.
Open SourceMITCLI
Overview
4 featuresdryfire sits in PulseGate's Testing & QA category. Reliably testing and regressing LLM agent tool-use loops by asserting on trajectories instead of brittle outputs. It is built as an open-source project for developers. The project is open source (MIT). dryfire is available on the command line.
dryfire first shipped in 2026. Development happens publicly on GitHub with 42 commits in the last 90 days. Key capabilities include Regression Testing, Trajectory Assertion, and LLM Agent Testing.
Summary written by a language model from the project’s public pages.
- Regression Testing
- Trajectory Assertion
- LLM Agent Testing
- Git Integration
Tags
llm-testingagent-evalsregression-testingtool-use
AI capabilities
Code
Built with & integrations
AI providers
anthropicopenai
Runs on
CLI
Trust & compliance
License
MIT
Verified signals
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about dryfire
- What is dryfire?
- Reliably testing and regressing LLM agent tool-use loops by asserting on trajectories instead of brittle outputs. It is catalogued under Testing & QA on PulseGate.
- Who should use dryfire?
- dryfire is an open-source project built for developers.
- Is dryfire free?
- Yes — dryfire is open source under the MIT license and free to use.
- What platforms does dryfire run on?
- dryfire runs on the command line.
- Is dryfire still maintained?
- The GitHub repository shows 42 commits in the last 90 days.
- What are alternatives to dryfire?
- Similar projects tracked by PulseGate include regrun, Testward, and ai-driven-e2e.regrunTestwardai-driven-e2e
- How long has dryfire been around?
- dryfire first shipped in 2026.
- Is dryfire open source?
- Yes — dryfire is open source under the MIT license, developed on GitHub.
Also in Testing & QA
Same category — not a similarity match