kimpel.com valid
Harry Kimpel
Practical observability for reliable cloud-native and AI-powered .NET systems, from OpenTelemetry instrumentation to production operations.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T21:41:39.014Z. Cached copy · Source on kimpel.com
# Harry Kimpel
> Practical observability for reliable cloud-native and AI-powered .NET systems, from OpenTelemetry instrumentation to production operations.
I help engineering teams build observable, reliable cloud-native and AI-powered (.NET) systems.
Explore practical guidance on OpenTelemetry, production operations, AI/LLM reliability, secure delivery, and application modernization.
This file helps AI agents and LLMs discover the structure and content of this site. See https://llmstxt.org for the format.
## Pages
- [Executive Bio](https://www.kimpel.com/executive-bio/)
- [Value Proposition Letter](https://www.kimpel.com/value-proposition-letter/)
- [Speaker Bio](https://www.kimpel.com/speaker-bio-de/)
- [Speaker Bio](https://www.kimpel.com/speaker-bio/)
- [Disclaimer / Impressum](https://www.kimpel.com/disclaimer/)
- [About](https://www.kimpel.com/about/)
- [Public Content/Speaking](https://www.kimpel.com/public-content/)
- [Search](https://www.kimpel.com/search/)
- [Topics](https://www.kimpel.com/topics/): Explore practical guidance on observability, AI operations, cloud-native .NET, secure delivery, and application modernization.
## Posts
- [The Full Lifecycle of Agentic AI: From Spec-Driven Observability to Self-Healing Operations](https://www.kimpel.com/2026/09/25/full-lifecycle-of-agentic-ai/) (2026-09-25): A practical framework for making agentic AI systems observable, governable, and safer to operate in production.
- [OpenTelemetry in Production: A Practical Guide to Useful, Sustainable Telemetry](https://www.kimpel.com/2026/09/23/opentelemetry-in-production/) (2026-09-23): A production-focused OpenTelemetry guide covering instrumentation, signal design, context propagation, collector pipelines, cost control, and operational feedback loops.
- [Monitoring AI/LLM Applications with New Relic: Token Usage, Cost, and Model Comparison](https://www.kimpel.com/2026/07/13/monitoring-ai-llm-applications-with-new-relic/) (2026-07-13): What I learned running AI monitoring workshops: how to instrument a Python OpenAI app with New Relic, what metrics matter in production LLM apps, and how to compare GPT models on cost and quality.
- [From Cool Demo to Production-Ready: How We Made an AI Travel Agent Trustworthy with New Relic](https://www.kimpel.com/2026/06/08/ai-travel-agent-production-ready-new-relic/) (2026-06-08): A Walkthrough of Observability and Security for the Microsoft Agent Framework
- [OpenTelemetry Events vs. New Relic Custom Events: Capabilities, Context, and the “Why”](https://www.kimpel.com/2026/03/13/otel-events-vs-newrelic-custom-events/) (2026-03-13): Compare OpenTelemetry Events and New Relic Custom Events—when to use each for diagnostics vs. analytics, with practical examples and a dual-track strategy.
- [Build AI Agents You Can Actually Trust — Hackathon in Mountain View 🚀](https://www.kimpel.com/2026/03/11/microsoft-wth-newrelic-azure-mtv/) (2026-03-11): Join us March 27 for a hands-on What The Hack event where you'll b
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