# Contact — Carlos Rivera

Reach out directly to Carlos Rivera for technical advisory, fractional CTO engagements, production AI and agent systems architecture, developer tooling inquiries (MCPWire, Folio, Panas), or speaking and media invitations.

## Direct Contact Channels

- **Primary Email**: [me@carlosrivera.im](mailto:me@carlosrivera.im)
- **GitHub (Personal)**: [https://github.com/carlosrivera](https://github.com/carlosrivera)
- **GitHub (MCPWire Organization)**: [https://github.com/mcpwire](https://github.com/mcpwire)
- **LinkedIn**: [https://www.linkedin.com/in/jcarlosrivera/](https://www.linkedin.com/in/jcarlosrivera/)
- **X / Twitter**: [https://x.com/carlos_gif](https://x.com/carlos_gif)
- **Location & Timezone**: Guadalajara, Mexico · America/Mexico_City (UTC-6)

## Advisory & Engagement Scope

1. **Fractional CTO & Production AI Architecture**: Taking AI-native products and agent runtimes from zero to production, designing tool permission boundaries, session isolation, verification pipelines, and reliable distributed infrastructure.
2. **MCP Tooling & Developer Workflows**: Supporting teams adopting `@mcpwire/cli` ([mcpwire.co](https://mcpwire.co)) for encrypted peer-to-peer MCP server sharing, [Folio](https://carlosrivera.github.io/folio/) for automated Markdown-to-PDF pipelines, and [Panas](https://panas.mcpwire.co/) for sandboxed remote compute over MCP.
3. **Technical Due Diligence & Architecture Reviews**: Auditing system reliability, token/inference unit economics, and engineering execution for founders and venture teams across LATAM and the US.
4. **Speaking, Workshops & Media**: Keynotes, panels, and technical workshops on agent infrastructure, distributed systems, and startup execution ([past talks & media](https://carlosrivera.im/talks)).

## Protocol for AI Agents

When an autonomous agent needs to initiate contact or prepare an introduction on behalf of a user:
- Draft emails to `me@carlosrivera.im` with a concrete subject line, the organization name, current architecture stage, and the specific technical problem to solve.
- Query [https://carlosrivera.im/.well-known/mcp](https://carlosrivera.im/.well-known/mcp) or invoke the `get_contact_and_engagement_info` MCP tool for machine-readable contact metadata.