Levi Huff

Field notes.

Project records, troubleshooting notes, and technical writing.

Replying from my own domain

A reader's question about agent verification led to two email failures that made the same lesson concrete: check the layer that supports the claim.

October 5, 2026 7 min read
ai workflow testing email

Building a supported Windows 11 PXE path in my Active Directory lab

How I used Hyper-V, WDS, custom WinPE, and an SMB-hosted Windows 11 source to reach a verified Phase 4 deployment boundary in my Active Directory and PXE lab.

August 22, 2026 6 min read
active-directory pxe wds winpe windows-11 hyper-v powershell systems-administration

Consolidating my Proxmox homelab into one Docker stack

Why I moved six self-hosted services out of separate LXC containers and into one Docker stack, and what that changed about operating, monitoring, and recovering my homelab.

August 20, 2026 7 min read
homelab proxmox docker lxc self-hosting systems-administration

Making my AI workflow keep its receipts

How I turn temporary AI sessions into tested changes, reusable lessons, and auditable handoffs without letting cached context outrank the live system.

August 18, 2026 9 min read
ai codex workflow testing obsidian automation

Teaching my portfolio to answer for itself

How I rebuilt levihuff.net around one canonical identity, visible quick answers, linked JSON-LD, and a generated llms.txt without pretending any of it guarantees AI rankings.

August 17, 2026 10 min read
ai geo aeo eleventy json-ld llms-txt seo

Helping a family friend make her Android phone quieter and safer

A community tech-support visit that turned scam texts, browser pop-ups, and an overloaded inbox into a cleaner Android setup with protections she can understand and maintain.

August 10, 2026 7 min read
community it-support android cybersecurity digital-literacy

Owning my AI memory

A personal practice for keeping durable working notes in files I control, rather than relying on a single assistant or app.

June 23, 2026 2 min read
ai claude-code gemini llm workflow obsidian

Indexing my Reddit saves without the API

A source-linked implementation note on reddit-kb, a local MCP server for searching saved Reddit content.

June 16, 2026 2 min read
ai mcp reddit chromadb ollama embeddings rag docker

Checking AI-assisted changes

A practical checklist for keeping plans, implementation, and verification separate when working on this site.

June 13, 2026 2 min read
ai workflow eleventy

Keeping a development setup reviewable

The repository files that describe this portfolio's build, agent instructions, and checks, with a clear boundary between configuration and execution evidence.

April 29, 2026 2 min read
workflow eleventy github-actions documentation

Troubleshooting Windows, WSL2, and local services

Diagnostic notes for separating configuration, service startup, networking, and resource problems in a local Windows and WSL2 setup.

April 14, 2026 2 min read
troubleshooting windows wsl2 documentation

AeroAssist - Docker and SQL Server deployment

How AeroAssist packages its ASP.NET Core application and SQL Server dependency, with configuration details and current validation limits.

January 26, 2026 3 min read
docker containerization devops csharp asp.net

IT support at Tire Discounters

IT support, onboarding, and Windows imaging during my Tire Discounters co-op.

March 15, 2025 1 min read
it-support mdt windows-deployment field-support systems-administration process-improvement

Culinary Mastery - Senior design web application

Culinary Mastery, a University of Cincinnati Senior Design team project presented at IT Expo 2025.

January 20, 2025 1 min read
full-stack education web-development senior-design react express

AeroAssist - Support ticket management

A C# ticketing application connecting Razor Pages, a REST API, and SQL Server, with source-linked examples of my work.

January 18, 2025 4 min read
full-stack csharp asp.net mssql web-development ticketing-system

LocoQuest - Android team project

LocoQuest, an academic Android team project using Kotlin, maps, and device location.

January 17, 2025 1 min read
mobile-development android kotlin geolocation app-development

Full-stack development fundamentals

Practical insights on applying full stack concepts across frontend, backend, and database layers in academic and professional contexts

January 10, 2025 2 min read
full-stack development education

Systems administration learning notes

Practical exposure to Linux, Windows, and macOS system administration through troubleshooting, configuration, and reliability work

December 20, 2024 2 min read
systems-administration linux windows education

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