Stefan Krawczyk – Medium

Stefan Krawczyk

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Simplify Airflow DAG Creation and Maintenance with Hamilton in 8 minutes

How Hamilton can help you write more maintainable Airflow DAGs

Jul 5, 2023

Simplify Airflow DAG Creation and Maintenance with Hamilton in 8 minutes

Jul 5, 2023

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Tidy Production Pandas with Hamilton

“Tidy”, “Pandas”, & “Production” are not words that one would associate together. Read how Hamilton enables their confluence.

Jul 26, 2022

Tidy Production Pandas with Hamilton

Jul 26, 2022

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Functions & DAGs: introducing Hamilton, a microframework for dataframe generation (& more)

Creating pandasdataframes is easy, but managing the codebase can be hard. Introduction Hamilton, a micro-framework for dataframe…

Mar 9, 2022

Functions & DAGs: introducing Hamilton, a microframework for dataframe generation (& more)

Mar 9, 2022

Open Source Python Data Lineage with OpenLineage and Hamilton

Data lineage for SQL is basically a solved problem. For python based workflows, that is, those machine learning, data science, and LLM…

Sep 24, 2024

Open Source Python Data Lineage with OpenLineage and Hamilton

Sep 24, 2024

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How to Build a Streaming Agent with Burr, FastAPI, and React

An overview of how to leverage streaming using open source tools applied to building a simple agentic chat bot

Jul 25, 2024

How to Build a Streaming Agent with Burr, FastAPI, and React

Jul 25, 2024

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Building an Email Assistant Application with Burr

A tutorial to demonstrate how to use Burr, using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent.

Apr 25, 2024

Building an Email Assistant Application with Burr

Apr 25, 2024

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Using IPython Jupyter Magic Commands to Improve the Notebook Experience

A post on creating a custom IPython Jupyter Magic command

Feb 19, 2024

Using IPython Jupyter Magic Commands to Improve the Notebook Experience

Feb 19, 2024

Winning over hearts and minds at work: ADKAR my favorite change management approach

A post on five simple steps to help you affect change in your data organization, using the adoption of Hamilton as an example.

Dec 27, 2023

Image evoking change management winning over hearts and minds at work.

Dec 27, 2023

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LLMOps: Production prompt engineering patterns with Hamilton

An overview of the production grade ways to iterate on prompts with Hamilton.

Sep 13, 2023

LLMOps: Production prompt engineering patterns with Hamilton

Sep 13, 2023

Feature Engineering: write a feature once*, run it everywhere

How to utilize Hamilton for sharing feature definitions between many different contexts.

Sep 13, 2023

Feature Engineering: write a feature once*, run it everywhere

Sep 13, 2023

Stefan Krawczyk

Stefan Krawczyk

Co-creator of Hamilton & Burr. Co-founder + CEO DAGWorks Inc. I generally write technical content.

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