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debbieshapiro
Agentic AI workflow consulting and data engineering. Long-form posts on LangGraph pipelines, memory tooling, and AI systems built for produc
When a data team decides to bring an external AI specialist into a project, the excitement is often matched by a lingering fear: will the engagement drain the budget without delivering the promised va
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