SemanticScuttle - klotz.me

Tags: production engineering* + agent*

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1. Find the Root Cause in Your Code's Trace

   TraceRoot accelerates the debugging process with AI-powered insights. It integrates seamlessly into your development workflow, providing real-time trace and log analysis, code context understanding, and intelligent assistance. It offers both a cloud and self-hosted version, with SDKs available for Python and JavaScript/TypeScript.

   2025-08-30 Tags: agent, debugging, monitoring, trace, observability, multi-agent-systems, llm, production engineering, devops, sre, hallux.ai, root cause analysis, github by klotz
2. Talk to Airflow — Build an AI Agent Using PydanticAI and Gemini 2.0

   An article on building an AI agent to interact with Apache Airflow using PydanticAI and Gemini 2.0, providing a structured and reliable method for managing DAGs through natural language queries.
   
   - Agent interacts with Apache Airflow via the Airflow REST API.
   - Agent can understand natural language queries about workflows, fetch real-time status updates, and return structured data.
   - Sample DAGs are implemented for demonstration purposes.

   2024-12-29 Tags: agent, apache, airflow, pydanticai, gemini 2.0, llm, data engineering, structured output, airflow dag, natural language queries, production engineering by klotz

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