Tagged articles

Kubernetes Deployment

3 articles · Page 1 of 1

Jul 21, 2026 · Backend Development

Spring Boot 3.x AOT Compilation in Production: Principles, Pitfalls & GraalVM Native Image Benchmarks

A hands-on guide to migrating Spring Boot 3.x applications to GraalVM Native Image, covering AOT compilation principles, CI pipeline configuration, code constraints for reflection and proxies, third-party library adaptation using native-image-agent, real-world performance benchmarks showing 70x faster cold starts and 75% memory reduction at a 5-6% throughput cost, plus Kubernetes deployment and debugging strategies.

AOT CompilationCloud NativeGraalVM Native Image

0 likes · 17 min read

Spring Boot 3.x AOT Compilation in Production: Principles, Pitfalls & GraalVM Native Image Benchmarks

Ray's Galactic Tech

Jul 14, 2026 · Backend Development

How We Built a RAG‑Powered Knowledge Base That Actually Understands Source Code

The article explains why traditional FAQs fail for complex production issues, then details the design of a retrieval‑augmented generation knowledge engine that ingests source code, configuration, design docs, and incident reports, offering version‑consistent, permission‑aware answers with evidence‑backed citations.

Knowledge EngineKubernetes DeploymentObservability

0 likes · 27 min read

How We Built a RAG‑Powered Knowledge Base That Actually Understands Source Code

58 Tech

Nov 6, 2019 · Artificial Intelligence

TensorRT Acceleration and Integration Design for the 58 AI Platform (WPAI)

This article explains how the 58 AI platform leverages NVIDIA TensorRT to accelerate deep‑learning inference on GPUs, describes three integration approaches, details the TF‑TRT implementation and Kubernetes deployment, and presents performance gains for ResNet‑50 and OCR models.

AI platformGPU InferenceKubernetes Deployment

0 likes · 7 min read

TensorRT Acceleration and Integration Design for the 58 AI Platform (WPAI)