The LNO framework by Shreyas Doshi
Leverage, Neutral, and Overhead. A way to decide how much attention the work requires — not only which work to pick up. Reserve excellence where quality compounds. Finish what is necessary. Spend as little as possible on the rest.
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LNO is not only a prioritization framework. It is a framework for deciding how much effort, quality, and attention a task deserves.
Choosing what to do, deciding how well to do it, and asking whether the task should exist at all are three different decisions.
The framework
Most priority systems choose the next task. LNO assigns an effort and quality budget after you know the task matters — or while you are deciding whether it should.
L
Work that changes more than the hour you give it. Foundational, hard to reverse, and consequential for many later decisions.
N
Necessary work. Another hour makes it a little better, not a different outcome. Reliability matters. Polish past the bar does not.
O
Work that consumes time without improving a meaningful outcome. It often looks legitimate because someone requested it.
Overhead is not a moral failing, and Neutral is not a consolation prize. The label describes the marginal value of extra effort. A compliance task can be unexciting and still require a high minimum standard.
Practice
Answer from the work in front of you. The reading is a thinking aid, not an objective judgment. The same task can move when the stakes, the audience, or the timing change.
Operating cadence
LNO fails when the label is a feeling you apply after the work is already polished. Decide the budget first.
01
Write the work in one concrete sentence. A vague item hides its real category.
02
Call it Leverage, Neutral, or Overhead. The label may change when the stakes change. That is a feature.
03
Decide what done looks like before you start. This is the stopping rule, not a motivational note.
04
Excellent where quality compounds. Strictly good where it does not. Intentionally basic where the work is drag.
05
Leverage is usually proactive and resistant. If you leave it for the gaps, meetings and overhead will take the gaps.
06
Meet the bar and stop. A crisp update does not need a designed deck. A normal review does not need a treatise.
07
The aim is not to finish overhead faster. It is to need less of it: delete, automate, delegate, template, or batch.
08
Ask where excellence actually went. A completed list of neutral and overhead work can still be a poorly spent week.
Without a precommitment, conscientious people quietly expand every task toward leverage-level effort.
I will produce a decision that can guide the next two quarters. I will use evidence, name the risks, and ask two informed people to disagree.
I will send a readable, accurate update in twenty minutes. No custom charts.
I will use the existing template, spend no more than five minutes, and remove the repeat step.
Use another system to choose the bet. Use LNO to decide how much of your own attention the surrounding tasks deserve.
Eisenhower
Asks: Is this urgent, important, both, or neither?
LNO adds: A quality and effort budget, not only a sequence.
Impact and effort
Asks: Is this initiative worth the cost?
LNO adds: A way to govern the small tasks that still arrive after you choose.
OKRs
Asks: Which outcomes matter this period?
LNO adds: A way to turn those outcomes into the hours of a specific day.
Getting Things Done
Asks: How do I capture every commitment?
LNO adds: A challenge to the idea that every commitment deserves the same craft.
In practice
These are patterns, not assignments. A task moves when the company, the audience, or the moment moves.
The trap is treating visible coordination as if it were the product.
Do not tattoo the label onto an activity. Ask what this instance is for.
L · Leverage
It lets other people proceed well without you.
N · Neutral
You are maintaining a source people already use.
O · Overhead
You are copying that source into another format because a process asked for a copy.
L · Leverage
It resolves a high-stakes conflict or makes a hard-to-reverse decision.
N · Neutral
It coordinates an active project and ends with owners.
O · Overhead
It performs status. No one decides, learns, or gets unblocked.
L · Leverage
It is the artifact a financing, a launch, or a company bet will actually use.
N · Neutral
It is a routine internal review, and a clear memo would also do.
O · Overhead
It repeats a one-page note that already holds the decision.
A limit on the idea
LNO is not permission to do sloppy work, skip accountability, or ignore operational detail. It is a way to stop applying an unnecessarily high standard to every task.
Meet the minimum standard that preserves trust and correctness — then avoid unnecessary polish.
An effort budget never lowers the bar for keeping people safe.
A review can be brief. It cannot be careless where a miss is expensive.
Low excitement is not low obligation. Meet the standard the obligation requires.
Numbers other people rely on get correctness. They do not get decoration.
A short answer is fine. A misleading one, or a broken commitment, is not.
Incidents, data loss, and broken systems are not overhead.
Someone is waiting. Clear and on time beats ornate and late.
The useful question is the minimum that preserves trust, safety, and correctness. Meet that floor. Then refuse the surplus.
A fundraising deck can be leverage before a round, neutral in an internal review, and overhead when it only repeats a memo. Reclassify when the moment changes.
If people expect a polished artifact, do not surprise them. Name what you will deliver, and what you will not, before the format expands on its own.
Weekly review
A finished list is not evidence of a well-spent week. Ask whether excellence went to the few tasks where it compounds.
Attribution
Shreyas Doshi created and teaches the LNO framework. He is a product manager and educator. The framework comes from that practice, including his work at Google, Twitter, Yahoo, and Stripe: reserve excellent work for the few tasks where quality multiplies, do necessary work to a solid standard, and consciously keep overhead merely adequate — or remove it.
“Do a bad job” is his deliberately sharp instruction for overhead. It means the shortest adequate version, from someone whose normal competence is already enough. It does not mean ignoring safety, security, the law, the numbers, customers, or the people you work with.