What Are You Optimizing For?
Replace 'balance' with 'optimization' — name the one thing this horizon is for, then let the trade-offs follow.
- Difficulty
- Starter
- Time to result
- ~ongoing to results
- Steps
- 5
- Confidence
- 95%
Miller's single most-used question, applied identically to careers, quarters, and family life. The premise is that you cannot have it all at the same time all the time, so 'balance' is a false target. Instead you explicitly declare what you are optimizing for over a stated time horizon — today, this quarter, this year — and re-declare it when new information arrives. Trade-offs only become legible after the optimization target is named.
Origin
Nikita Miller's own operating question, developed over a 13+ year product career and applied both at work (quarterly planning at The Knot) and personally.
Core principles
- 01Balance implies everything is equally great and equally cared for at once. That is not achievable; optimization is.
- 02The question is only meaningful when bound to an explicit time horizon.
- 03If the optimization target isn't clear, the trade-offs cannot be clear.
- 04Optimization targets are re-derived with new information, not defended.
- 05Intense sprints are fine — they are just an honest declaration of what you're optimizing for right now, and they end.
- 06Its companion question is 'what problem are we trying to solve?'
How to run it
- 1
Pick the time horizon before the answer
Decide whether you're asking about today, this week, this quarter, or this year. The same person can honourably optimize for shipping this quarter and for school pickups next month; without a horizon the question collapses into a values debate.
- 2
Name the single thing you are optimizing for
State it out loud, to yourself, the team, or your partner. Accept explicitly that other things will be less well served during that horizon — that acceptance is the point, not a failure.
Pro tip Miller asks this of her husband and her five-year-old, not just her teams. The habit is what makes it available under pressure.
Watch out Expect people to find it annoying at first — 'you're such a PM'. Ask anyway; it works.
- 3
Derive the trade-offs from the target
Only once the target is named do you decide what gets dropped, delayed, or half-done. In product this is exactly what OKR/goal-setting is doing, but stated in the honest form.
Pro tip Pair it with 'what problem are we trying to solve?' — together they cover both direction and purpose.
- 4
Re-ask at every planning boundary with new information
At quarterly planning, bring the actual Q1 data into the room and ask: given what we now know, what are we optimizing for? The answer may be the same or may change — the discipline is in re-deriving rather than inheriting.
Pro tip Run this with the whole team present so the trade-offs are made collectively rather than absorbed silently by whoever is most conscientious.
- 5
Sequence intensity rather than averaging it
Apply the same lens to effort. Some periods are all-out sprints; the counterweight is not doing less then, but taking real recovery after — and declaring both as deliberate optimization choices tied to a life stage.
Pro tip Miller's version: back then, a marathon-training week meant a long run in the morning and a 10am start; now it means picking one week where she does all the school drop-offs and pickups.
In the wild
Early in her career, big releases meant staying late, coming in early, and skipping sleep to QA everything before shipping — an accepted part of the product development life cycle that she enjoyed. Her counterweight was that in the following week, training for a half or full marathon, she'd do her long run in the morning and not start work until 10am.
→ A sequenced high/low intensity rhythm she describes as her version of balance — and which she says has stayed structurally identical 13 years later, with kids replacing marathons.
Miller believes an early-stage startup requires being in person and working really hard together for long periods. Asked what she's optimizing for at this stage of her life, the answer makes the career decision fall out automatically.
→ She rules out going hard at a super early-stage startup right now — a clean decision rather than an ongoing guilt-laden negotiation.
Going into quarterly planning with the whole team, Miller brings Q1's results and asks: given what we know now, what are we optimizing for? The prior quarter's answer is explicitly up for revision.
→ The trade-offs for the coming quarter become clear because the optimization target was settled first.
Common mistakes
Chasing balance instead of optimization
The expectation that everything will be somehow balanced and equally cared for at all times is the source of the guilt, not the fix for it. Miller found dropping the word 'balance' entirely was healthier than trying harder at it.
Asking without a time horizon
'What are you optimizing for?' with no bounded period reads as an identity question and invites paralysis. Today, this quarter, and this year have different honest answers.
Deciding trade-offs first
Teams routinely negotiate what to cut before agreeing what they're optimizing for. Miller's point is causal: if the first point isn't clear, the trade-offs are not going to be clear.
Is it for you?
Best for
Operators and leaders juggling competing commitments (team, career, family) who feel permanently behind on all of them, and teams entering a planning cycle.
Not ideal for
Situations demanding a genuinely non-negotiable standard on several dimensions at once (safety, compliance, ethics), where trading one off is not an option.
From the transcript
“to to manage at any given time and so recently when I think about work-life balance I don't I don't use the word balance I…”
“I always ask what are you optimizing for like that's the question it's what are you optimizing for and it's you know the short medium…”
“now we're going to quarterly planning all of us right and and now we have information from q1 so so let's look at it and…”
“just then helping us get better at figuring out obviously how we're doing trade-offs right so the first point isn't clear then the trade-offs aren't…”
“very similar it's like I don't I don't do all of the drop-offs and pickups for the kids but you know there are some weeks…”
From the episode
Driving alignment and urgency within teams, work-life balance, and the changing PM landscape
Nikita Miller (The Knot, Trello)