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35 of 35 posts
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Moving beyond predefined categories to discover natural patterns in app review data using vector embeddings, dimensionality reduction, and unsupervised clustering techniques.

May 9, 2026
5 min read
+3 more
Featured

Building a natural language interface to query databases using Langflow — from SQL generation to automated chart creation, enabling non-technical users to explore data through conversation.

April 30, 2026
5 min read
+2 more

AI-assisted app development can boost productivity, but it comes with challenges like inconsistent UI generation, unnecessary duplication, and prompt management issues. By organizing requirements in indexed files, generating standards documentation, and codifying rules with custom prompts, I streamlined my workflow and improved alignment across UI, functionality, and architecture.

July 19, 2025
5 min read
+1 more

Lessons from rebuilding a blog using AI tools — what worked, what didn’t, and why engineering fundamentals matter more than ever.

July 16, 2025
5 min read
+1 more

A year ago we launched our Engineering Badge program. This post talks about what it is, why we needed it and how it's going.

April 9, 2025
5 min read

September 18, 2024
5 min read

We are currently using a proprietary ETL tool. Whilst it is very capable, skills and support in the market are scarce. I wanted to see what Open Source alternatives are available and see if they could be used to simplify some of our ETL flows.

September 4, 2024
5 min read

We've just completed a proof of concept on Backstage - an Internal Developer Portal from Spotify. Here's what we learned...

June 19, 2024
5 min read

Agile methodologies promise faster delivery and adaptability, but often fail when engineering capability is lacking. This article explores why strong technical skills are the foundation of true agility and how organizations can build ecosystems that foster engineering excellence.

June 5, 2024
5 min read
+2 more

Some tips on deploying Backstage on Openshift.

May 22, 2024
5 min read

How to add custom filters to the Camunda Tasklist.

March 10, 2024
5 min read

I wanted to see if I could leverage the Form.io Form Renderer from within a Camunda Embedded Form. Turns out you can...

February 21, 2024
5 min read