Blog

Agentic AI Production Observability: A Field-Tested HOTL Framework

Standard APM tools fail to capture agent reasoning chains. Implement structured tracing and human-on-the-loop checkpoints to prevent silent production failures.

Moving Beyond UI State: Why AI Agents Require Context-First Architecture

Traditional frontend state management is insufficient for AI-driven applications. Architects must shift focus toward managing complex, non-deterministic context.

Beyond Component Libraries: Architecting Design Systems as Development Platforms

Modern design systems must function as comprehensive development platforms rather than static component libraries. This shift requires integrating automated testing, documentation, and cross-platform consistency into the core architecture.

Grafana Faro: Solving the Frontend Observability Signal-to-Noise Problem

Traditional frontend monitoring often drowns in noise. Grafana Faro offers an OpenTelemetry-native approach to gain fine-grained control over your production telemetry.

Debugging React Server Components in Production: The Failures Nobody Talks About

React Server Components can introduce silent performance regressions in production. Learn how to identify and mitigate misconfigured client boundaries that bloat your bundles.