AI for Knowledge Work & Agent-Ready Docs
Experiments and writing on AI knowledge management, automation, and making technical documentation AI- and agent-ready.
Daniel Kim
An engineer-turned-product person exploring AI knowledge management, automation, and AI-ready technical docs.
I'm digging into how AI changes the way we capture knowledge, automate the busywork, and write documentation that machines can actually use. This is my digital garden.
- AI Knowledge Management
- Automation
- AI-Ready Technical Docs
What I'm working on
This Digital Garden — an LLM-wiki & PKM
The personal-knowledge-management system and AI tooling behind this very site — a Karpathy-style digital garden.
Content Security — Multi-DRM & Forensic Watermarking
Owned the multi-DRM and forensic-watermarking content-protection products (PallyCon SaaS) for global OTT and streaming customers.
Latest writing
Why I Added an AI Memory Tool and Then Removed It
I connected Mem0 to manage context across AI coding agent sessions, then removed it. Here's why two plain markdown files turned out to be enough.
The Myth That You Have to Read Everything: Weekly Review and a Slack Safety Net
Of 128 wiki pages, I had personally read almost none. When AI builds every connection, the knowledge graph belongs to the AI — it just lives under your name. How I built a weekly review workflow and a Slack safety net to keep my own thinking in the loop.
What a Five-Month Stall Taught Me About Working With AI
Returning to What If Classics after five months with Fable clarified something about AI-assisted work: the bottleneck isn't execution — it's knowing how to package a problem before you hand it over.
About
I'm digging into how AI changes the way we capture knowledge, automate the busywork, and write documentation that machines can actually use. This is my digital garden.
About me →