jack.bonatak.is

Crash Course: Postgres data storage topology Every row in a table in Postgres is stored as a tuple.

One thing I’ve noticed as I’ve been using AI more and more to build projects and features: there’s often just a lot of code.

TL;DR: I theorize that coding agent errors compound over time leading to increasingly worse outcomes as a session continues.

TL;DR – I built blackbird, a CLI tool to break your work down into manageable chunks that Claude Code or Codex can follow easily.

…and I guess I got a little distracted, because I built a POC document ingestion and vector search app instead.

Text (or other content, like images, with the right model) can be embedded returning a vector Most LLM providers have embeddings models/endpoints that can take input and return a vector Vectors are represented as arrays of numbers (generally 32-bit floats)

In case you didn’t know, there’s a fantastic Data Engineering community on Discord (invite here).