Recent Blog Posts
Insights on AI Agents, Modern Web, and the Future of Engineering.
Scaling Realtime Agent Sessions: Connections, Queues, and State
Architecture patterns for scaling AI voice agents to 1000+ concurrent sessions using horizontal scaling, connection pooling, and queue management.
Streaming Token Delivery for Voice Interfaces
Learn how streaming token delivery reduces latency in voice AI by sending LLM tokens directly to TTS engines as they are generated.
Recovering from ASR Errors: Fallback Strategies for Voice Agents
Learn how to detect and recover from ASR errors in voice agents using confidence scoring, confirmation strategies, and graceful fallbacks.
Building a Voice Agent with the Gemini Live API
Step-by-step guide to building real-time voice agents using the Gemini Live API with WebSocket streaming, VAD, and interrupt handling.
Choosing a TTS Engine: Naturalness, Latency, and Cost Tradeoffs
A practical guide to selecting text-to-speech engines for voice agents, balancing voice quality, response latency, and operational costs.
Jitter and Buffering: Smoothing Audio Streams in Voice Agents
Learn how jitter buffers work in voice AI systems and how to optimize buffer settings for low-latency, high-quality conversational experiences.
VAD and Audio Chunking: Segmenting Speech for Streaming Agents
Learn how Voice Activity Detection (VAD) and audio chunking enable real-time speech segmentation for streaming voice agents and conversational AI.
Routing Tasks Across a Fleet of Worker Agents
Learn how to efficiently route tasks across multiple worker agents using LangGraph, parallel execution patterns, and intelligent load balancing.
Avoiding Circular Delegation: Deadlocks in Multi-Agent Handoffs
Learn how to prevent circular delegation and deadlocks in multi-agent systems using hop counts, cycle detection, and proper termination conditions.
Handling Partial Success: Degraded Mode in Multi-Agent Orchestration
Learn how to design resilient multi-agent systems that gracefully handle partial failures and operate in degraded modes when components fail.
Moving Beyond Monolithic Prompts: A Guide to Graph Engineering with ADK
Learn how graph engineering with Google ADK breaks down complex AI workflows into testable, production-ready systems using nodes, edges, and powerful design patterns.
Flue: The Open Agent Framework for Building Durable AI Agents
Explore Flue 2.0, the open TypeScript agent framework from the creators of Astro. Learn how Agent Hooks, durability, and a React-like API make building autonomous AI agents intuitive and powerful.