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Pipeline Management
Own the Knowledge Surface:
- Build ingestion pipelines for source code, metadata, documentation, patches, and additional corpora.
- Ensure retrieval quality across chunking, embeddings, hybrid retrieval, reranking, and freshness.
Own Retrieval Quality:
- Run A/B testing and regression detection across prompts, retrieval, and model changes.
- Define what "good" means for the platform when no one else has a clear view.
Own the Eval Harness:
- Create benchmarks for translation accuracy, dependency-map correctness, and overall agent quality.
- Operate the feedback loop from production usage back into evals and retrieval.
LTS
LTS applies frontier AI to modernize a decades-old legacy system. The small, senior engineering team values innovation, growth, collaboration, and quality.