Agent Dailies and the Flipped Development Cycle

Posted on Sun 15 February 2026 in posts • Tagged with ai-agents, agile, scrum, workflow, agentic engineer

Why your daily standup needs to include what your AI agents did last night—and how inverting the developer-agent workflow mirrors the flipped classroom revolution.


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Modernizing a Static Site with UV and Vibe-Kanban: A Developer's Journey

Posted on Mon 27 January 2025 in Development • Tagged with python, uv, pelican, static-site, vibe-kanban, modernization

How I used Vibe-Kanban to upgrade my static site from traditional pip to modern UV package management while making the code more pythonic.


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When Pytorch Datapipes Meets GCS

Posted on Wed 06 July 2022 in posts pipeline • Tagged with python pytorch GCP

The reality when using pipeline infrastructure


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Reflection on 2021

Posted on Sat 15 January 2022 in posts • Tagged with career

Reflecting on the my 2021 journey


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Design patterns in ML and MLops

Posted on Sun 24 January 2021 in posts • Tagged with python mlops

My thoughts on an interview with Sara Robinson about Design patterns in ML, especially on pipelines


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NaN Bites

Posted on Tue 29 December 2020 in dataanalysis posts • Tagged with python dataanalysis

Cleaning data from NaN's requires additional inputs especially when trying to work with sparse matrix in classification problems.


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My 2cents worth after reviewing an academic project

Posted on Mon 21 December 2020 in posts • Tagged with python data_analysis

My 2cents after reviewing an academic project


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Dataclasses in ML Pipelines

Posted on Sun 26 July 2020 in pipelines posts • Tagged with python MLpipeline

Tidy your ML pipelines with dataclasses.


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Panel Dashboard in action

Posted on Sun 26 July 2020 in posts • Tagged with python dataviz

How we used Panel to monitor Dagster's assets.


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Implementing a graph network pipeline with Dagster

Posted on Thu 09 July 2020 in posts • Tagged with python neo4j dagster

How to created a graph (nodes and edges) from separate data sources and import them into Neo4j


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