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Debbie Shapiro

Data engineering, warehouse architecture, and agentic AI workflows for organizations ready to find their way forward.

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LangGraph in an Existing Data Stack

LangGraph in an Existing Data Stack

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6 min read

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What a LangGraph Engagement Looks Like

What a LangGraph Engagement Looks Like

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5 min read
Building a Claude Plugin, Part 2

Building a Claude Plugin, Part 2

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5 min read
Building a Claude Plugin, Part 1

Building a Claude Plugin, Part 1

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5 min read
The Real Cost of AI Session Context Loss

The Real Cost of AI Session Context Loss

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6 min read
Consent-First AI: Build Systems You Trust

Consent-First AI: Build Systems You Trust

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6 min read
Why I Built Local-First Agent Memory

Why I Built Local-First Agent Memory

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6 min read
LangGraph vs LangChain in 2026: When Each Wins

LangGraph vs LangChain in 2026: When Each Wins

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7 min read
When LangGraph Succeeds but Silently Goes Wrong

When LangGraph Succeeds but Silently Goes Wrong

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7 min read
I Use Four AI Coding Tools. Here's How I Keep Them Synced.

I Use Four AI Coding Tools. Here's How I Keep Them Synced.

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4 min read
Honest Memory: What Production Accuracy Data Actually Shows About AI Agent Memory

Honest Memory: What Production Accuracy Data Actually Shows About AI Agent Memory

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4 min read
What Is Agentic Workflow Consulting? A Practical Guide for Data Leaders

What Is Agentic Workflow Consulting? A Practical Guide for Data Leaders

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7 min read
Building Your First LangGraph Pipeline: A Decision-Maker's Guide

Building Your First LangGraph Pipeline: A Decision-Maker's Guide

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8 min read
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