Charlie Labs

An AI process automation platform that runs always-on, proactive workflows across Slack, Linear, GitHub, and other tools, eliminating the need for manual prompts. It targets engineering and operations teams in companies of all sizes, particularly developers and IT staff. The platform differentiates by using simple Markdown files to define roles and goals, enabling autonomous, continuous operation and team-wide benefits without onboarding.

Key features

• Proactive, always-on operation
• Defined via Markdown files
• Works across Slack, Linear, GitHub
• Role-based, not task-based
• Org-wide memory
• Team multiplier effect
• Cleans up after agents
• Team-based token budget
• Keeps PRs, issues, priorities aligned
• Prevents code and docs drift
• Turns signals into PRs and reports