agentic-pipeline-doctor

agentic-pipeline-doctor

Production-ready Python package that uses LangChain + LLMs to autonomously analyze and remediate CI/CD failures using an Observer → Reasoner → Actuator architecture with safety guardrails.

Install

pip install -e ".[dev]"

CLI

Analyze a log:

pipeline-doctor analyze --log-path ./build.log --repo-path . --verbose

Heal (dry-run by default unless guardrails allow operations):

pipeline-doctor heal --log-path ./build.log --repo-path . --dry-run

Library

from agentic_pipeline_doctor import PipelineDoctor

doctor = PipelineDoctor(repo_path=".", log_path="./build.log")
result = doctor.analyze()
print(result.report)

Docs

• QUICKSTART.md
• ARCHITECTURE.md
• PROJECT_STRUCTURE.md
• IMPLEMENTATION_SUMMARY.md