Telecom Network Architecture
Incoming PSTN calls from carriers (Movistar, Vodafone, AT&T) route via SIP signaling to Telnyx edge nodes, which establish bi-directional media streams directly to our FastAPI/Celery audio pipelines.
Infrastructure Engineering
Telnyx SIP Trunking & WebRTC Architecture
How to bridge modern browser-based WebRTC with legacy PSTN telecom infrastructure while keeping the conversation responsive.
The Moment team2 min readMore guides
Model Context Protocol (MCP) in Enterprise Production: Least Privilege Tool Calling
Deploying Anthropic MCP servers securely: JSON-RPC over stdio, token capability gating, network isolation, and auditing tool calls in production.
The Supervisor-Worker Multi-Agent Pattern: Preventing Hallucinated Loops
Designing robust multi-agent systems with LangGraph and Celery: deterministic routing, role delegation, validation barriers, and loop termination guarantees.
Moment vs Instinct vs Muse: who decides what your AI does
Instinct, Meta's Muse and Moment all act for you. How each one decides what to do, what it can reach, and what it keeps, with sources.
Long-Term Memory Architecture for AI Agents: Retention Without Hallucination
Technical deep-dive into semantic memory indexing, episodic recall, and consent-based erasure in conversational companion agents.