Integrating Large Language Models (LLMs) into production Go applications often hits a wall when LLMs return unstructured or inconsistent data. This article tackles that problem, demonstrating a robust approach to enforce structured output from LLMs using Go's `reflect` package and custom struct tags, ensuring reliable data flow in your systems.
Learn how the samber/lo library streamlines data manipulation in Go, replacing verbose loops with concise, functional one-liners for filtering, mapping, and grouping slices.
Go 1.22 and 1.25 address common pain points in concurrency, iteration, and performance, empowering developers to write safer, more efficient, and idiomatic Go code.
Learn how to set up ArgoCD Image Updater to automatically detect and sync new image versions in your Kubernetes deployments, streamlining your CI/CD pipeline.
Learn to integrate Uptrace with your Gin project to implement comprehensive distributed tracing, helping you monitor request flows, identify bottlenecks, and improve application performance.
Learn how to set up Velero on K3s to create robust backup and restore strategies for your Kubernetes clusters, ensuring data integrity and rapid recovery from failures.
Learn to set up a comprehensive observability stack on K3s using Prometheus for metrics, Loki for logs, and Grafana for powerful visualization and alerting.
Learn to automate SSL/TLS certificate provisioning and renewal on K3s using Cert-Manager and Let's Encrypt for robust security.
Learn to install and configure ArgoCD on a K3s cluster to implement robust GitOps principles for automated Kubernetes application deployments.