Field notes on human systems.

Directional Clarity · Jul 2026

AI Can't Tell When It's Spinning

AI solves the prompt in front of it as cheaply as it can, and nothing in it registers that it has gone too narrow. People do the same under pressure, for a different reason. The way out of both is the same. Floyd Kelly · 8 min read Read → Leadership · The Thesis Piece · Apr 2026

The Human Harness

The architecture behind great AI agents (thin harness, rich context, minimal noise) is the same architecture behind every high-performing human mind. Working memory, stress, rumination, and the learning loop, mapped for engineering leaders. Floyd Kelly · 8 min read Read → Deliberate Investment · Apr 2026

AI Adoption Is Being Driven by Fear, and Fear Is a Terrible Project Manager

“We need AI” usually means “competitors are doing it and we're nervous.” Fear-driven adoption ships checkbox features, firefighting devs, and stalled teams. The mechanism, and what deliberate adoption looks like instead. Floyd Kelly · 7 min read Read → Directional Clarity · Mar 2026

The Gut Feeling That Tells You When You're Off Your Values

The certainty in your gut when a decision is right is not a metaphor. It is interoception, your brain reading your body. Here is how it works, and a two-minute exercise that turns it into a compass for your time and attention. Floyd Kelly · 5 min read Read → Leadership · Mar 2026

The Real Reason 71% of CEOs Feel Like Frauds

71% of CEOs report imposter syndrome, while 85% believe they're competent. The gap is cognitive interference: four patterns it takes, and practical tactics for each. Floyd Kelly · 6 min read Read → Leadership · Feb 2026

Why Feedback Feels Like an Attack, and How to Take It Without Getting Defensive

If you tune out or change the subject the moment feedback arrives, that is not a flaw. Your brain is treating the conversation as a threat, not a task. The mechanism, and the one shift, curiosity, that reopens it. Floyd Kelly · 5 min read Read → Protected Deep Work · Jan 2026

Why Everything Feels Harder Than It Should, and Why It Is Not a Discipline Problem

You can be capable and competent and still feel like everything takes more effort than it should. That is usually cognitive overload, not a discipline problem. How to read the friction instead of blaming yourself. Floyd Kelly · 6 min read Read → Directional Clarity · Nov 2025

Why Smart Teams Leave the Same Meeting With Different Conclusions

Why smart people can leave the same meeting with different impressions of what was discussed or agreed. Floyd Kelly · 6 min read Read → Stable Collaboration · Nov 2025

The Snap Judgments That Make Leaders Misread Their Best People

Leaders judge fast, and when we judge behavior we mistake wiring for character. The neuroscience of the snap judgment, and why the behaviors you find most annoying are often signs of a strength. Floyd Kelly · 6 min read Read → Protected Deep Work · Oct 2025

Stop Asking What Is Wrong With People, and Start Handing Out Prosthetics

Earlier in my career I filed people away as dumb or abrasive. It was wrong, and it cost me. The reframe that changed how I lead: most brains do not need fixing, they need a small prosthesis. Floyd Kelly · 6 min read Read → Stable Collaboration · Oct 2025

How to Build Trust on a Team, Starting With Your Own Body

Two neuroscience-informed skills for creating trust: somatic awareness and mirror responsiveness. Floyd Kelly · 2 min read Read → Leadership · Oct 2025

Acceptance and Commitment: Two Words That Reframe How You Lead

Two ideas from psychology reframe how leaders handle a hard situation: accept the reality in front of you, separate thoughts from feelings, and take committed action anchored in your values. Why that beats fighting the facts. Floyd Kelly · 5 min read Read → Decision Speed · Oct 2025

How to Break Your Team Out of Analysis Paralysis

Capable teams can circle the same decision for weeks. Here is how a small concrete task can help the team move. Floyd Kelly · 5 min read Read → Stable Collaboration · Oct 2025

The Five Animals of Product Management

Five anti-patterns that break collaboration between product, engineering, design and architecture. Floyd Kelly · 6 min read Read → Directional Clarity · Sep 2025

Why Capable Leaders Default to “No” Under Pressure

Why leaders default to familiar responses under complexity, and five skills for staying flexible. Floyd Kelly · 6 min read Read → Protected Deep Work · Sep 2025

Why Your Best People Stop Thinking Under Pressure

How stress affects problem-solving, and one skill a leader can use when emotions are high. Floyd Kelly · 3 min read Read → Stable Collaboration · Sep 2025

How to Lead as a Senior Engineer Without Becoming a Manager

Three ways technical individual contributors can expand their impact through other people. Floyd Kelly · 5 min read Read →