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Overview
I am the author of Reliability Engineering Mindset and creator of Service Level Calculator (among other things). Current Focus: I am exploring my next Senior Staff / Principal role in Reliability Engineering or AI Advocacy.While I search for the right long-term match, I have opened 3 slots for.
News
OWASP Top 10 Agents & AI Vulnerabilities (2026 Cheat Sheet)
A pragmatic engineering guide and cheat sheet for the OWASP Top 10 AI, OWASP Top 10 LLM, and OWASP Top 10 Agents vulnerabilities. Learn to secure AI systems.
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Report
RAG vs SKILL vs MCP vs RLM
Comparing various techniques to make the models more reliable while working around context window limitation
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Report
AI Fluency Leveling
Transition from prompt "engineering" to AI system architecture with this 7-step AI fluency framework. Designed for software engineers and SREs, this guide provides a roadmap for mastering RAG, context engineering, and the critical shift from probabilistic
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Report
Emergent Properties
What are nominal, weak and strong emergent properties and how to identify and mitigate their negative impact in system design?
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Report
AI Systems Engineering Patterns
Master AI engineering with 30 essential AI systems engineering patterns. From RAG and LLM gateways to multi-agent orchestration and flow engineering, discover the definitive guide to robust LLM design patterns that bridge the gap between traditional softw
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