BestHub
Sign in
Tagged articles

Production Architecture

4 articles · Page 1 of 1
Ops Development & AI Practice
Ops Development & AI Practice
Sep 17, 2026 · Cloud Native

Why OpenTelemetry Helm Splits into 3 Releases: Agent, Cluster, Gateway Architecture Explained

This article explains why OpenTelemetry Helm charts now recommend deploying Collector as three separate releases—otel-agent (DaemonSet for node metrics), otel-cluster (singleton Deployment for cluster metrics), and otel-gateway (scalable Deployment for trace ingestion)—detailing Presets simplification, lifecycle isolation, failure domains, and when to consolidate to two releases.

Cloud NativeCollectorDaemonSet
0 likes · 24 min read
Why OpenTelemetry Helm Splits into 3 Releases: Agent, Cluster, Gateway Architecture Explained
Coder Trainee
Coder Trainee
Jun 14, 2026 · Artificial Intelligence

Production‑Ready AI Agent Architecture: High Availability, Asynchrony, Caching, Cost & Security

After mastering core AI Agent capabilities, this article shows how to transform a prototype into a production‑grade service by covering a full architecture overview, stateless design, health‑check and graceful shutdown, asynchronous task queues, multi‑level caching, token‑cost optimization, model fallback, input/output filtering, rate limiting, monitoring, and deployment recommendations for different scales.

AI agentProduction ArchitectureSecurity
0 likes · 15 min read
Production‑Ready AI Agent Architecture: High Availability, Asynchrony, Caching, Cost & Security
Ray's Galactic Tech
Ray's Galactic Tech
Apr 16, 2026 · Artificial Intelligence

How to Turn FunASR into a Production‑Ready Real‑Time Speech Platform: From Single‑Node Demo to Million‑Scale Architecture

This article explains how to evolve FunASR from a simple demo into a production‑grade, low‑latency, high‑concurrency streaming speech‑recognition system by addressing model inference, session state, scaling layers, Kubernetes deployment, monitoring, and common pitfalls for real‑world use cases such as call‑center quality inspection.

FunASRProduction ArchitectureReal-time Speech Recognition
0 likes · 38 min read
How to Turn FunASR into a Production‑Ready Real‑Time Speech Platform: From Single‑Node Demo to Million‑Scale Architecture