Position One GmbH

LLM agent pipelines and an affiliate store generator for an e-commerce agency.

• Cut 15+ hours of manual work per week with LLM agent pipelines (Python, LangGraph, LangChain) across sales, operations and e-commerce, instrumented with Langfuse tracing and evaluations so quality was measured, not assumed.
• Built a store generator that keeps 1,000+ products in sync with affiliate suppliers: hash-based change detection, multithreaded image ingestion into object storage, backoff against two rate-limited APIs.