Hard Work Is Not a Career Strategy
The people who advance aren't working harder. They understand the psychology of how they're evaluated.
Organizations make decisions about people constantly. You're on the receiving end of a process you've never seen from the inside. It isn't arbitrary. It follows patterns that behavioral research has been documenting for decades. These patterns can be learned. And what you've learned, you can put to work.
Course structure
Five modules, each with several lessons. Below is a sample of what each one covers.
Every claim is backed by research, and you get the citations. Some studies are worth more than a footnote. We look at those properly: how the experiment worked, what came out, what follows from it.
Module 0 - How Decisions About You Actually Get Made
A short primer before the practical work begins. Why decisions about people follow systematic psychological patterns, and what that means when you're the one being judged.
Module 1 - How Companies Keep You Loyal
Loyalty is rarely a decision you made. It builds through mechanisms that work quietly: the training that creates a sense of obligation, the years invested that feel wasted if you walk away, the quiet sense that staying is the safer choice.
Module 2 - How Companies Keep Your Pay Down
Raises are calculated from what you already earn, not from what you're worth on the market. That's anchoring, and it means an underpaid start compounds for years. The framing does the rest: a percentage makes the gap between what you asked for and what you got look small, and a salary band presented as a fixed structure stops looking like something you could argue with.
Module 3 - Getting Ahead Where You Are
Performance reviews run on memory, and memory keeps the most recent weeks and the most intense moments while averaging the rest away. But the decisions that matter most are made in rooms you're not in like calibration meetings, succession talks, the offhand comment when a role opens up. This module covers both: how to be evaluated well, and how to be the name that comes to mind.
Module 4 - Getting Hired Somewhere Else
Who names a number first, what a hiring manager is actually deciding, and why the strongest candidate on paper often isn't the one who gets called. It also covers the decision behind the decision: whether to leave at all. Loss aversion makes staying feel safer than it is, and an external offer changes your position long before you accept it.
What this course won't do: It won't give you rules that work every time. Human behavior doesn't come with guarantees, and anyone claiming otherwise isn't describing science. What it will do is show you the patterns behind decisions that shape your career and shift the odds in your favor.
About me
Most of you know me as a software engineer. But before that I did something quite different. I studied mathematics, then earned a PhD in behavioral economics and spent nearly a decade researching and teaching it. I know how these findings are produced, which ones hold up under scrutiny, and which ones get repeated long after the evidence stopped supporting them.
That's two career changes, and both meant the same thing: applying for jobs where my background counted for nothing, negotiating without knowing the market, and being evaluated by people who had no framework for what I'd done before. It worked both times. Not because I was the obvious candidate, but because I understood what the people deciding were actually responding to. The first time I went in blind. The second time I understood what the people deciding were actually responding to... and it showed.
