Essays, copy-ready prompts and templates, lab notes, and machine-readable indexes from one product manager's AI operating system — public notes on AI Product Ops, agentic workflows, and AI-ready knowledge systems.
Articles · Prompts · Templates · Labs · Projects · Skills · llms.txtStart here
Why this is a knowledge product, not a portfolio.
Choose your current work state and the next useful action.
See the agent-readable structure at /llms.txt.
Featured knowledge streams
Everything on this site is typed — article, prompt, template, lab note, project, or reference — so both readers and agents know what they are looking at.
A browser prompt library still requires the operator to leave the active AI client, find an item, copy it, and return. The experiment asked whether the same reviewed catalog could become available inside the AI client without introducing accounts, cloud sync, or write access.
Read article →Package the current state of a task so another agent (or a future you) can continue without re-deriving context.
Library
Each library item ships with its use case, required input, and expected output — ready to copy into real work.
This library starts small. Each item is meant to be reusable, public-safe, and can be connected to a real workflow when the next action calls for it.
Lab notebook
Every lab note keeps the same structure — hypothesis, setup, result, next iteration — so the record stays honest and comparable.
Projects
Projects here are running experiments with public artifacts — not finished case studies.
More project objects land here as experiments mature. Each one arrives with a status, a public artifact, and the lab notes that fed it.
Publishing boundary
This is the public layer of a private knowledge system. Each item is classified before publishing — that is what keeps this layer safe to read, copy, and crawl.
Publishable as-is. Ships to pages, feeds, and the AI-readable layer.
Publishable after company and personal context is removed and generalized.
Needs a human boundary check before anything ships.
Never published. Stays in the private knowledge base, full stop.
AI-readable layer
This site has a human-readable layer and a machine-readable layer. AI
agents should start from /llms.txt and use only public,
curated content.
Public, curated content only. The private knowledge base never ships to this layer.
# Personal AI Operating Site > Public-facing, AI-readable knowledge product focused on > AI Product Ops, agentic workflows, reusable prompts/templates, > and public lab notes. ## Start here - /articles - /notes - /prompts - /templates - /labs - /projects ## Policies - Public, curated content only - Markdown mirror available under /md/ - Full index: /llms-full.txt ## Boundary - visibility: public | generalized only - private-source and private-only never ship
Collaboration
If the notes here overlap with problems you are working on, a short conversation is welcome. Read the fit list first — it saves both of us time.