Publication

Engineering Insights.

Technical articles, architectural decisions, and product strategies from the Kogns engineering team.

202508-12•12 min read

Evaluating AI Agents in Production

Moving beyond LLM prototypes to deterministic agentic workflows. A deep dive into evaluation frameworks, strict type-safe tool execution, and human-in-the-loop safety.

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Data Engineering•202508-11

RAG Architecture for Enterprise Data Pipelines

Designing secure, scalable Retrieval-Augmented Generation systems while maintaining data sovereignty, RBAC, and precision at scale.

Software Engineering•202508-10

Modular Monoliths vs. Microservices

Architectural decision-making for enterprise systems. When to avoid premature microservice complexity and embrace strict logical boundaries.

Software Engineering•202508-09

Zero-Downtime Deployments in Cloud-Native Systems

Implementing robust deployment pipelines using blue-green and canary strategies, handling distributed state, and managing database migrations safely.

System Integration•2025-01-1

Modernizing Legacy Systems with API Gateways

How to decouple monoliths and integrate legacy enterprise systems using modern API gateways without incurring massive downtime or rewrite risks.

Architecture•2024-05-12

Architecting for Scale: The Kogns Approach to Event-Driven Systems

[Insight Placeholder] Draft — Not Published. This article discusses the architectural considerations when moving from monolithic systems to scalable event-driven architectures.