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Daemons – we pivoted from building agents to cleaning up after them

Daemons – we pivoted from building agents to cleaning up after them

by rileyt·Apr 21, 2026·70 points·31 comments

AI Analysis

●●●BangerBig BrainZero to One

Self-initiated AI maintenance workers defined in Markdown files.

Strengths
  • Markdown config files make AI behavior versionable and portable.
  • Directly targets operational debt created by accelerated AI code generation.
Weaknesses
  • Autonomous code changes require high trust in AI accuracy and safety.
  • New category means unproven reliability compared to established CI tools.
Target Audience

Engineering teams using AI coding agents

Similar To

GitHub Copilot · Dependabot · Sweep

Post Description

For almost two years, we've been developing Charlie, a coding agent that is autonomous, cloud-based, and focused primarily on TypeScript development. During that time, the explosion in growth and development of LLMs and agents has surpassed even our initially very bullish prognosis. When we started Charlie, we were one of the only teams we knew fully relying on agents to build all of our code. We all know how that has gone — the world has caught up, but working with agents hasn't been all kittens and rainbows, especially for fast moving teams.

The one thing we've noticed over the last 3 months is that the more you use agents, the more work they create. Dozens of pull requests means older code gets out of date quickly. Documentation drifts. Dependencies become stale. Developers are so focused on pushing out new code that this crucial work falls through the cracks. That's why we pivoted away from agents and invented what we think is the necessary next step for AI powered software development.

Today, we're introducing Daemons: a new product category built for teams dealing with operational drag from agent-created output. Named after the familiar background processes from Linux, Daemons are added to your codebase by adding an .md file to your repo, and run in a set-it-and-forget-it way that will make your lives easier and accelerate any project. For teams that use Claude, Codex, Cursor, Cline, or any other agent, we think you'll really enjoy what Daemons bring to the table.

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