#Latency

Latency engineering focuses on reducing and controlling response times in distributed systems. Articles cover latency budgets for multi-agent AI, P99 tail latency management, and the measurement and optimisation patterns that keep latency predictable under varying load.

2 posts tagged with latency. ← All posts

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Pratik Dhanave · ·6 min read

Latency: The Make-or-Break Constraint

Everything about voice AI comes down to one number: how long the user waits to hear a reply. Get it under the threshold where conversation feels natural and the agent is a delight; miss it and no amount of intelligence saves the experience. This post is about the latency budget — where the milliseconds go, and how streaming the entire pipeline turns an additive delay into something that feels instant.

Everything about voice AI comes down to one number: how long the user waits to hear a reply. Get it under the threshold where conversation feels natural and the agent is a delight; miss it and no intelligence saves the experience. The latency budget — where the milliseconds go, and how streaming the entire pipeline turns an additive delay into something that feels instant. With an interactive turn diagram.

#Voice AI#Latency#Performance#AI Engineering#Conversational AI#Speech#Streaming

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.