Speculative manifesto with no shipped code or working demo.
AI developers and tooling builders
Governance layer for AI code: session memory, feature impact detection, rule enforcement—addresses real production pain.
Stack Overflow for Claude errors, but adoption requires both AI tools AND human community verification.
MCP connector for AutoICD API handles PHI de-identification and negation detection cleanly.
MCP server gives Claude fast, token-efficient codebase knowledge without loading raw files.
MCP server lets Cursor and Claude edit Rezi resumes directly without copy-pasting JSON.
PayPal pilot shows 2x faster integration with 65% lower token usage than baseline Cursor.
