Matthew Joseph TaylorHow to Create a Single File Bundle of a Large Typescript Project in 2023I’ve been struggling with how to package a large ‘monorepo’ typescript project with several sub-projects inside an npm workspace.2 min read·Jun 23, 2023----
Matthew Joseph TaylorHow To Use AWS Lambda for Machine Learning Inference in 2022It is one thing to create a Jupyter notebook to train and test models. It is quite another to deploy those models into production.4 min read·Nov 4, 2022----
Matthew Joseph TaylorWhen Things Go Wrong in SoftwareIn software, as in life, things go ‘wrong’.3 min read·Oct 17, 2022----
Matthew Joseph TaylorHow to Test Software in 2022I’ve been developing software for ~ 30 years. Here are my current ideas on software testing given that experience.6 min read·Oct 5, 2022----
Matthew Joseph TaylorParanoia Will Destroy YouMusic to hum along with while reading: “Destroyer” — The Kinks3 min read·Sep 29, 2022----
Matthew Joseph TaylorPrompts and Constraints Are All You NeedAI and humans are both a kind of ‘Creative Intelligence’.5 min read·Sep 28, 2022----
Matthew Joseph TaylorHow to Conda (miniconda / anaconda) in Docker in 2022In 2022 there are two incompatible paths to Python environment virtualization.2 min read·Sep 25, 2022----
Matthew Joseph TaylorHow Creating Art with Machine Learning / AI Feels in 2022By trade I’m a software developer with decades of experience.6 min read·Sep 22, 2022----
Matthew Joseph TaylorCompile Time is a Precious ResourceI’m a software developer. The bane of my existence is waiting for a compile to finish.5 min read·Sep 19, 2022----
Matthew Joseph TaylorUsing the Sharing Economy for Cloud Compute in 2022I’m reaching the point where I want to deploy and run my ML creations and experiments but don’t want to pay an arm and a leg for cloud…4 min read·Sep 18, 2022----