AI Observability, Part 2: The Grounding Layer
RAG systems fail silently when retrieval breaks. Learn to monitor Azure AI Search, vector stores, and the retrieval pipeline that feeds your models.
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Welcome to Technical Anxiety
New to the blog? This is your guide to understanding my approach to cloud architecture, technical leadership, and navigating anxiety in tech.
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Getting Started
New to Leadership?
Start with Leadership, Drum Major Style - my framework for technical leadership that actually works.
New to Azure?
Check out From Base Camp to Summit to understand how to build cloud environments that scale.
Struggling with Anxiety?
Read Debugging Myself - my personal journey with anxiety and what I've learned.
Making Tech Decisions?
Start with Decide or Drown - the framework for strategic technology decisions.
What You'll Find Here
Azure
Cloud architecture patterns, governance frameworks, and real-world implementation strategies.
Governance
Frameworks that enable speed, not slow it down. Security, compliance, and organizational patterns.
Operations
Modern service management, operational change, and building resilient systems.
Leadership
Technical leadership, decision-making frameworks, and mental health in tech.
Log Analytics
KQL queries, monitoring strategies, and making sense of your data.
Recent Posts
You Can't Train Clear Thinking
Spec quality isn't a skill you can workshop. It's an emergent property of organizational health. Why training fails and what actually produces clarity.
Chaos Engineering on Azure: Controlled Vandalism
Skip the Netflix-scale chaos. Learn to start chaos engineering in Azure with simple, safe experiments that actually improve your systems without breaking production.
Azure Workbooks: Custom Dashboards That Don't Suck
Stop building useless dashboards. Learn to create Azure Workbooks that actually help your team make decisions and solve problems faster.
Learning Through the Machine: The Hollow Promise of AI Productivity
AI can accelerate your growth or replace it. The productivity discourse gives you metrics that feel good but tell you nothing about what's happening to your capability.
AI Observability, Part 1: The Model Layer
Stop monitoring AI infrastructure like web servers. Learn to instrument Azure OpenAI with queries that reveal token consumption, content filters, and cost attribution.