The Hidden Cost of Haste: Why AI Transformations Fail Without Data Maturity
Leadership guide to avoiding the 60-95% failure rate by building foundational data capabilities before AI deployment
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Orchestrator Building reliable, observable, and automated systems.
I write about engineering decisions, automation, infrastructure, and the projects I build.
Recent Blog Posts
View all →Context Engineering: Building Intelligent Information Logistics for LLMs
From RAG to multi-agent systems—master the design patterns, optimization techniques, and architectural decisions shaping production LLM applications in 2025
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Defending Against Prompt Injection: Essential Practices for 2026
Learn proven strategies to protect LLM applications from the #1 AI security threat—with real-world examples and actionable defense patterns.
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Featured Projects
View all →Self-Hosting with Podman and Quadlets on a Raspberry Pi
A secure, non-privileged approach to running containerized services on a home server.
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