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Conversational AI Technology

Deep dives into the technology behind AI voice agents — LLMs, speech-to-text, real-time voice processing, and more.

9 of 81 articles

Technology
11 min read6Mar 13, 2026

Agentic AI Database Design: PostgreSQL for Agent State and Conversation Memory

Design PostgreSQL schemas for agentic AI systems covering conversation storage, agent state machines, tool logs, and vector memory columns.

Technology
10 min read2Mar 13, 2026

Agentic AI with Message Queues: NATS, Kafka, and RabbitMQ Patterns

Compare NATS, Kafka, and RabbitMQ for agentic AI workloads. Learn async tool execution, event-driven agents, and dead letter queue patterns.

Technology
10 min read2Mar 13, 2026

Building an Agentic AI API Gateway: Routing, Authentication, and Load Balancing

Design an API gateway for agentic AI with multi-model routing, API key management, rate limiting, WebSocket proxy, and health-based routing.

Technology
11 min read5Mar 13, 2026

Agentic AI Observability: OpenTelemetry, Grafana, and Custom Agent Metrics

Build a full observability stack for agentic AI with OpenTelemetry tracing, Grafana dashboards, custom agent metrics, and alerting strategies.

Technology
10 min read3Mar 13, 2026

Agentic AI CI/CD: GitHub Actions for Automated Agent Testing and Deployment

Build CI/CD pipelines for agentic AI using GitHub Actions with prompt regression tests, LLM evaluation, canary deployments, and rollback strategies.

Technology
10 min read3Mar 13, 2026

Building Agentic AI with Redis: Caching, Sessions, and Pub/Sub Patterns

Master Redis patterns for agentic AI including LLM response caching, conversation sessions, pub/sub for real-time events, and agent performance optimization.

Technology
11 min read3Mar 13, 2026

Agentic AI Development Patterns: Event Sourcing, CQRS, and Saga for Agents

Advanced architectural patterns for agentic AI — event sourcing for agent actions, CQRS for state management, and saga pattern for multi-agent workflows.

Technology
11 min read3Mar 13, 2026

The Agentic AI Development Stack: Tools, Frameworks, and Infrastructure You Need

Comprehensive guide to the 2026 agentic AI tech stack — LLM providers, agent frameworks, vector DBs, observability, and deployment infrastructure compared.