Pareto Is Not an Excuse

The 80/20 rule gets quoted constantly to justify shipping half-working solutions. That's not what it means, and it's not how I work.

I hear the Pareto principle invoked at least once a week. Someone ships something half-finished, someone else raises a concern, and the phrase comes out like a shield: 80/20, right? Good enough. Meeting moves on.

I've never been able to work that way, and it's not stubbornness. It's that I think the phrase is being used to mean something it was never meant to mean.

Pareto Is Not an Excuse — a manager celebrates an 80/20 "done" project while a security engineer inspects a live bomb labeled "the last 20%"

What Gets Lost in the Misquote

// Concept
The Pareto Principle

Named after Italian economist Vilfredo Pareto, who observed in 1896 that roughly 80% of Italy's land was owned by 20% of the population. Generalized since into the "80/20 rule": in many systems, a small share of causes accounts for most of the effect.

The actual observation — roughly 80% of outcomes come from 20% of causes — is a statement about where effort concentrates, not a license to stop once you've collected the easy 80%. It's a prioritization tool. It tells you where to start. Somewhere along the way it got repurposed into a permission slip for stopping early and calling the result complete.

Those are two different ideas wearing the same name. One says find the leverage points first. The other says the remaining 20% doesn't matter. I only agree with the first one.

The Remaining 20% Is Usually Where the Risk Lives

This distinction isn't abstract for me — it's the job. In security work, the easy 80% is rarely where anything goes wrong. The default configs get reviewed. The obvious attack paths get closed. What's left after that — the edge case in the exception handler, the forgotten service account, the rule that was "temporary" eighteen months ago — is exactly the part that decides whether an assessment was useful or theater.

A report that covers 80% of the surface and calls it done isn't 80% as good as a complete one. It's often worse than useless, because it creates false confidence. The client walks away believing they've been checked, when what they've actually received is the parts that were cheap to check.

I'm acribic about this — deliberately, not as a personality quirk I haven't managed to fix. Thoroughness isn't a nice-to-have layered on top of the real work. In this line of work, it is the real work. The easy part was never the value.

Where Ikigai Comes In

// Concept
Ikigai (生き甲斐)

A Japanese term roughly translating to "a reason for being." Popularly illustrated as the overlap of four circles: what you're good at, what you love, what the world needs, and what you can be paid for. Not a productivity framework — an answer to why the work is worth doing at all.

There's a reason this doesn't feel like extra effort to me, and it's worth naming honestly: it's closer to ikigai than to discipline. The Japanese concept sits at the overlap of what you're good at, what you love doing, what the world needs, and what you can be paid for. When those four line up, finishing the tedious last stretch of a job isn't a grind you tolerate — it's the part that makes the work recognizably yours.

I don't chase the last 20% because a client is watching. Most of the time, nobody is. I chase it because leaving it undone would mean the work wasn't actually mine — it was a plausible imitation of mine, stopped early. That's a distinction only I would notice, which is exactly why it matters. Reputation isn't built on the parts people check.

Pareto Still Has a Place

None of this means the principle is wrong, or that everything deserves equal depth. Triage is real. Not every finding needs the same forensic attention, and knowing which 20% to attack first is a genuine skill — arguably the harder half of the job. I use it constantly to decide where to start.

What I don't use it for is deciding where to stop. Those are different decisions, and conflating them is how "good enough" quietly becomes the standard instead of the exception.


The 20% everyone skips isn't the boring tail end of the job. It's usually the reason the client hired someone in the first place. If I weren't willing to finish it, I wouldn't be doing something I'd want my name on — and that's the part Pareto was never meant to excuse.