My 3 Blog Posts
One Step at a Time: Debugging LLM Pipelines Without Re-Running the Whole Thing
I kept re-running my entire LLM pipeline just to debug the last step — hundreds of model calls, every single time. So I built Stepbook: a local tool that lets you edit one step and replay the rest for free.
Querying S3 Directly: How I Removed RDS from My Pipeline
I inherited a pipeline from another dev shop. It took days to process a few GBs of S3 data. I knew immediately something was wrong — turns out an entire database didn't need to be there.
Starting Fresh: Building My Corner of the Internet
It started with an AI-generated avatar. This is the story of how that creative spark led to building my personal site, the reality of using AI agents for development, and the new workflow that changed my process.