Why AI Mandates Backfire. Use Hooks Instead.
AI mandates backfire because workers feel replaced. Install agents at organizational hooks (events the work already produces). Measure outcomes, not adoption.
Ai Strategy
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Why My Agents Speak Latin
AI agent persona drift is real and measurable. The cheapest debugging tool isn't an eval suite — it's a verbal tic that exists in order to be missed.
What We Learned Running Our Own Operations on Agentic Memory
We moved our own operations onto agentic memory. Here are four design choices that separate production-grade memory from a single-user markdown file.
Stop Putting AI on Your Board Agenda
Public boards adding 'AI' as a standing agenda item aren't practicing AI board governance — they're marginalizing it. Here's the lens that works instead.
Six Levels of AI Adoption: From Bystander to Architect
Most companies deploy AI broadly, but only 5-6% report real impact. The problem isn't the technology. It's how we use it. A six-level framework from Bystander to Architect.
Experiment Knowledge Management: Your AI Agents Have Amnesia
A RAG system over your experiment archive lets teams and AI agents retrieve past learnings instantly — so experiments compound instead of repeat.