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⚡ AI Lessons

Dev.to · Matthias Bruns
⚡ AI Lesson
1mo ago
Kubernetes 1.36 Workload-Aware Scheduling: Gang Scheduling and Resource Optimization for AI/ML Workloads
How to configure and optimize Kubernetes 1.36's advanced workload-aware scheduling features for AI/ML and batch processing workloads. Practical guide to gang sc

Dev.to · Matthias Bruns
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building Production-Ready AI Gateways: Custom Transformations with Rust
A practical guide to implementing extensible AI gateways with custom Rust transformations, covering security policies, rate limiting, and integration patterns f

Dev.to · Matthias Bruns
⚡ AI Lesson
1mo ago
Kubernetes 1.36 Workload-Aware Scheduling: Gang Scheduling and Resource Optimization for AI/ML Workloads
How to leverage Kubernetes 1.36's workload-aware scheduling improvements for AI/ML and batch workloads, including gang scheduling configuration and resource opt

Dev.to · Matthias Bruns
⚡ AI Lesson
2mo ago
Kubernetes 1.36 Pod-Level Resource Managers: Advanced Resource Optimization in Production
How to leverage Kubernetes 1.36's new pod-level resource managers and in-place vertical scaling to optimize infrastructure costs and performance for resource-in

Dev.to · Matthias Bruns
⚡ AI Lesson
2mo ago
Open Component Model in Production: Building Software Bills of Delivery for Cloud-Native Supply Chains
How to implement comprehensive software supply chain tracking using Open Component Model that captures dependencies, deployment artifacts, signatures, and versi

Dev.to · Matthias Bruns
⚡ AI Lesson
3mo ago
React Performance Optimization: Profiling, Rendering, and Bundle Strategies That Scale
Master React performance optimization through systematic profiling, efficient rendering patterns, and smart bundle splitting strategies for production applicati

Dev.to · Matthias Bruns
⚡ AI Lesson
3mo ago
TypeScript Testing Patterns: Unit, Integration, and E2E Strategies That Scale
Comprehensive guide to testing TypeScript applications with practical patterns for unit tests, integration testing, and end-to-end validation in production envi

Dev.to · Matthias Bruns
⚡ AI Lesson
3mo ago
Database Migrations in Production: Zero-Downtime Strategies That Actually Work
Learn practical strategies for running database migrations in production without downtime, including blue-green deployments, backward compatibility patterns, an

Dev.to · Matthias Bruns
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
Database Security in Cloud-Native Applications: Beyond Basic Access Controls
Practical database security patterns for modern applications - encryption, access controls, audit logging, and compliance automation in Kubernetes environments.

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
Go Web Frameworks in Production: Performance Benchmarks and Real-World Trade-offs
A comprehensive analysis of Go web frameworks performance in production environments, covering Gin, Echo, Fiber, and Chi with real-world benchmarks and architec

Dev.to · Matthias Bruns
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Go Web Frameworks in Production: Performance Benchmarks and Real-World Trade-offs
A comprehensive analysis of Go web frameworks performance in production environments, covering Gin, Echo, Fiber, and Chi with real-world benchmarks and architec

Dev.to · Matthias Bruns
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Go Web Frameworks in Production: Gin vs Echo vs Fiber Performance Comparison
A practical comparison of Go web frameworks based on real production workloads, covering performance benchmarks, memory usage, and architectural decisions for s

Dev.to · Matthias Bruns
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Go Error Handling Patterns for Production APIs: Beyond Basic Error Returns
Advanced Go error handling patterns for production APIs including structured errors, error wrapping, and observability integration. Learn how to build resilient

Dev.to · Matthias Bruns
🏗️ Systems Design & Architecture
⚡ AI Lesson
4mo ago
Go Error Handling in Distributed Systems: Building Resilient Microservices
Learn advanced Go error handling patterns for distributed systems, including circuit breakers, retries, and graceful degradation. Build microservices that handl

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
Go Error Handling in Distributed Systems: Patterns for Resilient Microservices
Learn advanced Go error handling patterns for distributed systems including circuit breakers, retries, and graceful degradation. Practical examples for building

Dev.to · Matthias Bruns
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Go Error Handling Patterns for Production APIs: Beyond Basic Error Returns
Explore advanced Go error handling patterns for building robust production APIs, including structured errors, error wrapping, and observability integration.

Dev.to · Matthias Bruns
🖌️ UI/UX Design
⚡ AI Lesson
4mo ago
Modern Frontend Architecture — React, Svelte, and the Performance Patterns That Matter
Islands architecture, signals, server components, and Core Web Vitals. A practical guide to frontend architecture decisions in 2026 — beyond framework hype.

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
Cloud-Native Architecture — A Practical Guide for Growing Teams
Twelve-factor apps, service meshes, observability, and cost control. What cloud-native actually means beyond the buzzword — and how to get there without rewriti

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
KubeCon EU 2026 — 7 Talks We Can't Miss in Amsterdam
Our picks from the KubeCon + CloudNativeCon Europe 2026 schedule. AI agent security, Airbnb's zero-downtime migration, Helm 4, Gateway API, Rust vs Go, and more

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
GitOps with ArgoCD — A Practical Guide to Declarative Deployments
How to set up GitOps with ArgoCD on Kubernetes. Repository structure, Application manifests, sync policies, secrets management, and multi-environment promotion

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
Cloud Migration for the Midmarket — Step by Step, Not Big Bang
How mid-sized companies migrate workloads to the cloud without blowing budgets. Strategy, sequencing, pitfalls, and what it actually costs.

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
Cloud for the Mid-Market — No Rocket Science
Cloud isn't just for enterprises. A pragmatic guide for mid-sized companies ready to take the first step.

Dev.to · Matthias Bruns
🏗️ Systems Design & Architecture
⚡ AI Lesson
4mo ago
Go Microservices Architecture — Patterns That Actually Work
How to structure Go microservices for production. Service boundaries, communication patterns, error propagation, and the tooling that keeps it manageable.

Dev.to · Matthias Bruns
⚡ AI Lesson
4mo ago
A Test Automation Strategy That Actually Works
The testing pyramid is 15 years old. Here's how to build a test automation strategy for modern microservice architectures — from unit tests to E2E, with practic
DeepCamp AI