Large language models know a lot, but they do not automatically know the contents of our private files, company documents, notes, or recently written articles.
This is where Retrieval-Augmented Generation, commonly called RAG, becomes useful.
In this project, I built a small RAG application that:
Reads a text document.
Breaks the document into smaller sections.
C...
Two credit accounts land on a risk analyst's desk in the same month. Both sit near their respective limits. Both have stopped paying. Both are sliding into delinquency. On this month's statement, they are indistinguishable.
One is a family that lost an income and is drowning. The other is a fraudster who spent half a year building a spotless record so the line would be raised, and has n...
A few weeks ago I was handed two deployment tasks that looked routine on paper: containerize and ship a React frontend, then do the same for its Django backend. Both apps were already running somewhere one on manage.py runserver, the other via a dev Dockerfile nobody had touched in years. "Just make it production-ready" is a deceptively small sentence. Here's what actually happened...
Claude Code's multi-agent system lets you orchestrate multiple AI agents that work in parallel across isolated git worktrees, communicate directly with each other, and merge their results back into your codebase — all from a single terminal session. This is not a theoretical capability. It is production-ready infrastructure that ships with Claude Code today, and an experimental...
Hi all,
I built a plugin I wanted for myself and figured others
kanboard fans might get use out of it too.
Kanteen turns your self-hosted Kanboard into an installable, offline-first app. It caches your whole board on the device the first time you connect, lets you work with no connection at all, and syncs every change back over your LAN the moment your serve...