How I Choose Tools for Production AI
How I choose the tools behind production AI systems based on observability, reliability, operational fit, and cost.
1 min
#observability
5 posts tagged “observability”.
My AI Delivery Principles: Reliability, Observability, ROI
The delivery principles I use to keep AI projects reliable, observable, and tied to measurable business value.
1 min
Intelligent API Sync in MockForge: Deep Response Comparison for Mock Maintenance
How MockForge detects upstream API drift and keeps mocks aligned through deep response comparison.
6 min
Observability for LLM apps: Logs, Traces, and Feedback
The observability signals that matter when LLM features fail silently, drift in quality, or become too expensive.
6 min
.NET + Azure OpenAI: A Production-Grade Starter Kit
A production-minded starting point for wiring Azure OpenAI into .NET apps with the right operational foundations.
5 min