Daemons by Charlie Labs.

Daemons by Charlie Labs

Daemons by Charlie Labs are always-on AI processes that work proactively across your development tools—Slack, Linear, GitHub, and more—so your team can focus on creative, novel work instead of repetitive maintenance. Defined with simple Markdown files, these self-initiated agents operate 24/7 without explicit prompts, continuously organizing, maintaining, and following through on the recurring work that keeps engineering teams moving forward.

Product Highlights

• Always-On Operation: Daemons work proactively around the clock without waiting for human prompts or explicit instructions, handling background tasks while your team sleeps.
• Role-Based Intelligence: Define roles, goals, and outcomes rather than individual tasks—daemons fulfill ongoing responsibilities with judgment, not just check off to-do items.
• Compounding Organizational Memory: Daemons build trust and improve over time by maintaining org-wide context that sharpens with every activation, becoming more effective at month three than day one.
• Open Markdown Format: Daemons are defined in portable .md files with declarative frontmatter and flexible content sections, making them transparent, version-controlled, and shareable across any provider that supports the spec.
• Team-Wide Multiplier: Add a daemon once to a repo and the entire team benefits immediately—no rollout, no onboarding, with team-based billing that preserves individual token budgets for creative work.

Use Cases

• Project Management Automation: Keep Linear issues accurately labeled, prioritized, and up to date with daemons that watch for new issues, sweep daily for gaps, and ensure consistent taxonomy without human micromanagement.
• Codebase Maintenance at Scale: Automatically keep dependencies patched, documentation accurate, PR descriptions review-ready, and operational runbooks current as your system evolves—preventing drift that slows development.
• CI/CD and Quality Assurance: Monitor continuous integration pipelines, flag missing reviewer context, suggest improvements, and even auto-fix issues before humans notice, ensuring green checkmarks greet your team each morning.
• Cross-Tool Orchestration: Bridge Slack, Linear, GitHub, and other platforms with daemons that turn conversational signals into structured work items, escalate appropriately, and maintain alignment across distributed tools.

Target Audience

Daemons are built for engineering teams, technical founders, and engineering managers at high-velocity startups and scaling companies who are already leveraging AI agents for development but need reliable, autonomous systems to maintain what they build—without the overhead of constant prompting, manual upkeep, or operational debt.