Published insights

Notes on building useful software, not content for content's sake.

A small set of published pieces on AI-enabled products, workflow design, and the engineering tradeoffs behind reliable delivery.

AI & Machine Learning8 min read

The Future of AI-Powered SaaS Applications

How artificial intelligence is transforming business software and creating new opportunities

AISaaSBusiness
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AI & Machine Learning12 min read

Vector Databases: The Foundation of Modern AI

Understanding how vector databases enable semantic search and AI-powered applications

Vector DBAISearch
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Python Development12 min read

Exploratory Feature Development: Validating Ideas Through Progressive Implementation

A systematic approach to feature validation through CLI, GUI, and web application progression

Feature DevelopmentValidationWorkflow
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These are the only articles currently promoted. More insights will be added when they are based on real delivery experience and ready to publish.