
This is a failure intelligence layer that helps AI coding agents stop retrying the same broken fixes. It captures execution lineage, traces retry chains, and stores root cause memory so agents don't waste tokens debugging identical environment issues across sessions. The 11 MCP tools let agents self-report failures, query known failure patterns, and retrieve suggested fixes for common problems like node-gyp Python version mismatches or Docker cache loops. You'd reach for this when your agent is stuck in a 40-minute debugging spiral on tooling failures it should have remembered from last week. Runs as a local Node.js server with optional PostgreSQL backing and exposes both REST endpoints and MCP tools via streamable HTTP.
Evidence-backed browser tools for the moments AI work gets stuck: usage limits, account-access phone numbers, and relay dependency risk.
Live site: https://aineedhelpfromotherai.com/
The product is intentionally focused on three related jobs for AI power users:
Phone Number Lifecycle is the primary product surface. Reset tools and Relay Exit Risk are supporting surfaces. Older general calculators and image tools remain available but are maintenance-only rather than the product direction.
The site favors official/current sources, explicit unknowns, browser-side execution where practical, and stable canonical URLs. It does not require sign-up for the public tools.
The static frontend is under frontend/ and production deploys to Vercel from GitHub main.
npm --prefix frontend ci
npm --prefix frontend run build
Current development rules and project state live in:
AGENTS.mdPROJECT_CONTEXT.mddocs/MASTER_PLAN.mddocs/OPERATING_WORKFLOW.mdThis repository previously centered on an AI-agent debugging/MCP backend. Those components are retained for history and compatibility where needed, and the historical backend still supports Relay Exit Risk API functionality. They are not the current product direction.
Legacy scheduled workflows tied to the old Failure Memory/MCP product are kept manual-only unless a current product need explicitly reactivates them.
MIT