AI Safety in Production: Guardrails, Interceptors, and Policy Enforcement for LLMs
Practical engineering patterns for embedding safety checks in production AI systems. Learn about guardrails, filters, and policy-driven responses.
Blog Posts
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From REST to gRPC — The Rise of High-Performance APIs in Microservices
Explore the evolution from REST APIs to gRPC in distributed systems, driven by performance and efficiency needs in microservices architectures.
Practical Guide to Self-Healing Infrastructure with Kubernetes and AI Ops
Learn how to build intelligent, self-healing infrastructure using Kubernetes native capabilities enhanced with AI/ML for predictive scaling, anomaly detection, and automated remediation.
Contract-First API Development with AsyncAPI and OpenAPI: Best Practices for Event-Driven Architectures
Learn how to build better APIs by defining contracts first. We'll cover OpenAPI for REST APIs, AsyncAPI for event-driven systems, and how to manage both effectively.
Testing Pyramid 2.0: Shifting from Unit Tests to Contract and Consumer-Driven Testing
The classic testing pyramid is broken in microservices. Here's how contract testing and consumer-driven development can fix it.
Hexagonal Architecture Meets Serverless: Designing Event-Driven Systems with Ports and Adapters
How to apply hexagonal architecture principles to serverless functions while maintaining clean boundaries and avoiding vendor lock-in.
AI-Powered DevOps: How Large Language Models are Transforming CI/CD Pipelines
Explore how AI and Large Language Models are revolutionizing DevOps workflows, from auto-generating pipeline configurations to intelligent failure analysis and self-healing systems.
Serverless GPUs: Running AI Workloads on Demand with AWS Lambda & NVIDIA
Explore how serverless GPU computing is revolutionizing AI workloads by enabling on-demand GPU access without the cost of idle infrastructure. Learn to deploy PyTorch models on AWS Lambda with GPU support.
Unifying API Gateways and Service Meshes in Cloud-Native Architectures
Explore the convergence of API gateways and service meshes, understanding when to use each approach and how to unify them for optimal cloud-native architecture.
Beyond REST and GraphQL: Why gRPC and Async APIs Are Taking Over Modern Architectures
Explore how gRPC and async APIs are revolutionizing modern software architecture, from microservices to event-driven systems.