How I Built an Agentic Resume
If you've been following along, you know I've been building agents lately. I wanted to roll one into a portfolio piece while doing something a little different, and that idea became the agentic resume. If you'd rather skip the details, the site's at sre.bible or you can see the code on github. Otherwise, here's how it works. Ingestion I started with a basic question: how should I store information about myself so an LLM can retrieve it when someone asks a question? I had previously worked with embeddings for code storage and retrieval, so that seemed like a natural approach. With only a few pages of source material, I probably could have given the model a basic grep or search tool and gotten similar results. But this was also a portfolio project, and embeddings gave me an opportunity to experiment with the technology. I chose gemini-embedding-2 because of its retrieval performance and low cost. At $0.20 pe...