Projects
redhat-cve-tools
CLI toolkit for Red Hat CVE research, auditing, and reporting. Query the Red Hat Security Data API and NVD, compare CVSS scores, find unfixed vulnerabilities, and generate per-component spreadsheets.
osidb-query
CLI toolset for querying Open Source Incident Database (OSIDB) metrics. Designed to simplify vulnerability lookups, bulk queries, and security advisory tracking.
agentic-workflows
Structured AI prompts and scripts for automating complex technical analysis and case management workflows.
Recent Posts
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2026-03-23
The fleet of interns vs. the augmented expert
Why the way you deploy AI matters more than whether you deploy it at all. The catastrophic failure of replacing domain experts with AI, and the unbridled success of giving every expert a dedicated assistant.
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2026-01-25
Your AI Tools Aren't Broken—Your Workflow Is
Implementing Nate Johnson's "6 Skills" framework in practice. Task decomposition, delegation, and iteration—what effective AI collaboration actually looks like for knowledge work.
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2026-01-09
Three Things That Aren't Each Other: Problems, Symptoms, and Diagnoses
A framework for untangling the confusion that derails most troubleshooting conversations. Problems are business impact, symptoms are observations, diagnoses are conclusions.
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2026-01-04
The Orchestrator Pattern: Using AI Wisely in Technical Workflows
A practical framework for integrating generative AI into enterprise support and troubleshooting. AI should orchestrate and interpret, not execute.