Documenting technical communication practices, focusing on user experience, and sharing the simple joys of life.
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DocSifter: A Lightweight, Local-First AI Reviewer for Technical Docs
DocSifter is a lightweight, local-first review tool we built for technical docs. Focuses on code protection, offline small-model correction, and false-positive filtering.
DeepSeek in Codex Desktop Without Losing Your Thread
How I use opencodex to switch to DeepSeek within an active Codex Desktop task, troubleshoot startup messages, and restore the native Codex setup.
Running Nextcloud on a Spare Machine: Self-Hosted Storage, File Versioning, and a Local RAG Knowledge Base
Commercial cloud storage isn't always right for sensitive work files — and local storage has limits. Running Nextcloud on a spare machine turned out to cover a lot at once: cheap storage expansion, VPN access from anywhere, file version history on a timeline, and a local RAG knowledge base that's actually useful.
Don't Let AI-Written Docs Mislead Users: From One-Off Prompts to Reliable Documentation Engineering
AI can generate polished documentation drafts quickly, but accuracy and boundaries still need engineering discipline. This post shares a documentation engineering workflow that moves from one-off prompts to structured generation and automated harness validation.
How to Build a Docusaurus Blog in 2026 — A Complete Setup Guide
A practical walkthrough of how I built this blog with Docusaurus, covering site configuration, search, comments, analytics, and Netlify deployment.
Building a Local AI Content Review System: From a Small Model to a Web Tool Your Team Will Actually Use
How I built a local AI proofreading system for technical docs, from rule design and model choice to structure protection, web UI, and feedback loops.
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What I Do
Engineering Technical Documentation
I turn technical complexity into clarity. Through API design, developer experience optimization, and Docs-as-Code workflows, I help teams ship documentation that actually gets used—not just written.
AI-Powered Technical Writing
AI isn't replacing technical writers—it's supercharging them. I experiment with intelligent content generation, automated quality checks, and smart documentation systems that help teams create better content faster.
User-Centric Information Experience
Documentation isn't just about explaining features—it's about guiding humans through their entire journey. I design content that meets users where they are, whether they're skimming for quick answers or diving deep into complex implementations.