Notes from the work.
Essays, product notes, AI experiments, and field observations.
Who owns your AI veteran?
Every correction, eval, and accepted output teaches AI how your company works. If that learning disappears when you change models, you built the veteran in someone else’s office.
Your AI advantage has a landlord
The platform lock-in pattern that ate app developers on Windows and Facebook is now pointed at the model layer. For a 30-person shop, the real question isn't which lab to trust. It's which layer of your business you're renting.
Cisco gave 90,000 employees an AI agent
Cisco, Walmart, and JPMorgan are handing every employee an AI agent. Read past the headcount: the operating manual underneath is four disciplines a 20-person company can run faster.
Your team already uses AI you didn't approve
66% of workers use AI their company bans, and 88% have pasted work data into public models. A tighter policy won't help — 86% already have one. Shadow AI is a supply problem, not a discipline one. What to give your team instead.
You've adopted AI. You haven't implemented it.
Nearly every company has adopted AI. Almost none have implemented it — and it isn't a budget or a model problem. The four checks that separate a workflow you can audit from a subscription you can't explain.
What SMBs should steal from SAP's bet on agents
SAP just bet the company on "agents that execute, not assist" — 50+ Joule Assistants and 200+ specialized agents unveiled at Sapphire 2026. You are not buying SAP. The architectural shift behind the announcement — from "AI drafts, human sends" to "AI acts, human audits" — travels anyway. Two examples and a shelf rule for a 100-person business.
OpenClaw: The Linux of AI Agents
Could OpenClaw be for AI agents what Linux was for operating systems? Exploring why this open-source project might be the foundational layer the agent era needs.
IDEA: Eternal Dialogue - Preserve your wisdom, share your legacy
Eternal Dialogue is an innovative AI-powered platform that allows individuals to create interactive digital avatars of themselves, preserving their memories, wisdom, and personality for future generations.
The AI Symphony: Composing Songs in Minutes
Experimenting with music generation AI, highlighting the Statue of Unity anthem made in 10 minutes using Gemini 1.5 and Suno.com.
AI-Powered Productivity: Your Personal Knowledge Assistant
Discover how to build and leverage your own AI knowledge assistant to unlock the full potential of your expertise and streamline your workflow.