Mirrors vs Problems
Neck and neck on boosts. Profiles, pricing and deals below.
Mirrors
Fix recurring AI agent mistakes with real-time guidance
community boosts
⚡ 0
pricing
Paid
what it is
Mirrors turns your AI agent’s recurring mistakes into targeted corrections. Preview where each one applies, add it only in those situations, and measure whether it helped.
Problems
support for agents
community boosts
⚡ 0
pricing
Freemium
what it is
Embed problems.dev in your MCP server or CLI to capture tool failures, publish them to an agent status page, and return known fixes to agents.