Blog

Why AI Persona Switching Doesn't Work as Code Review

Asking Claude to 'switch to CEO mode' for a second opinion feels like independent review — but shared context means the reviewer already knows the answers. Here's what actually breaks and what to do instead.

I Have a Team Now — It Just Happens to Be AI

The progression from 'AI helps me write emails' to 'I manage a department of specialized agents across six domains' happened in eight months. The output scaled. The cognitive load dropped. That combination is new.

Cognitive Property: Who Owns the Way You Think?

Part of the Cognitive Property series

Your AI governance frameworks and decision-making logic are repeatable, transferable, and extractable. That's not a productivity feature. It's cognitive property.

Cognitive Offloading: A System for What to Keep in Your Head and What to Delegate

Notebooks, apps, and AI tools all solve capture but fail at retrieval. Cognitive offloading is the methodology behind building systems that let you decide what stays in your mind and what doesn't have to.

I Manage AI Agents the Way I Manage Teams

Separation of concerns, governance docs, knowing when to restructure. The same management principles that make human teams effective apply directly to AI agents — with examples from a multi-agent production workflow.

The Governance Documents

ROADMAP.md, ARCHITECTURE.md, CLAUDE.md, and CHANGELOG.md aren't project management overhead. They're the system that gives AI agents persistent memory across sessions — and the mechanism that makes Pass@1 work.

Governance Is Architecture

AI governance isn't a compliance checklist — it's an architectural decision. How you structure agent permissions, context windows, and audit trails determines whether your AI system is reliable or just fast.

SideMark: A Free Markdown Editor for macOS (Open Source)

Local files only, no cloud, no subscription. Git-aware diff merging, live preview, and autosave. Built for developers who work with AI-assisted workflows.

AI Adoption: The 0.04% Don't Know They're the 0.04%

The people actually building with AI are too busy building to post about it. If the LinkedIn AI feed makes you feel behind, you're measuring against the wrong cohort.

The AI Perimeter: Where Automation Should End and Judgment Should Begin

AI is the most powerful tool most of us have ever had. That makes knowing when not to use it the actual skill.

LLMs Are Practically ADHD

ADHD and large language models share the same failure modes: context loss, confabulation, and drift without external structure. The coping strategies developed for ADHD brains transfer directly to AI agent architecture.

Your Reminders Don't Work Because They're Too Predictable

Traditional reminder apps fail ADHD brains because predictability breeds dismissal. I built a Telegram bot with fuzzy scheduling, natural language, and a relentless nag mode.