This tutorial builds a Smarter Extension, a small Python package that gives AI chatbots a new tool, using Cookiecutter and the official Smarter Extension template. You don’t need to know much Python. If you can open a terminal, run a…
Every morning at 09:00 UTC, a GitHub Actions workflow downloads the logs of Smarter’s production Kubernetes pods and hands them to Claude Code, running unattended. Claude reads them the way a senior engineer would, ties each problem to the line…
This is a how-to for a Slack bot that runs as a single pod on Kubernetes and answers questions with a Smarter LLMClient. The bot is about 200 lines of Python, it ships as an optional subchart of Smarter’s Helm…
This is part 3 of Converge or Diverge, a three-part series about AI coding agents in a large codebase. Part 1: Maintaining Long-Term Code Quality With Agentic AI · Part 2: The Antipattern That Makes a Codebase Diverge · Part…
This is part 2 of Converge or Diverge, a three-part series about AI coding agents in a large codebase. Part 1: Maintaining Long-Term Code Quality With Agentic AI · Part 2: The Antipattern That Makes a Codebase Diverge (you are…
This is part 1 of Converge or Diverge, a three-part series about AI coding agents in a large codebase. Part 1: Maintaining Long-Term Code Quality With Agentic AI (you are here) · Part 2: The Antipattern That Makes a Codebase…
@smarter.sh/ui-chat is the chat window of Smarter, published on npm so that you can put it in your own React app. It’s the same component that the Smarter web console’s prompt engineering workbench uses, with a header with the chatbot’s…
Add a Smarter chatbot to any HTML page with one script tag from @smarter.sh/ui-chat: a chat button, an inline chat, options, styling and troubleshooting.
Put a Smarter chatbot on WordPress in five minutes, with the Smarter Chat plugin or the @smarter.sh/ui-chat script tag and no plugin at all.
If you’ve been listening to conversations around AI coding tools lately, you’ve probably heard a lot of abstract terminology thrown around, like models, agents, harnesses, and environments. To a traditional software engineer, it can sound like an arbitrary soup of…