Setting Priorities: Frameworks for Tech Leaders Who Can't Do Everything
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Setting Priorities: Frameworks for Tech Leaders Who Can't Do Everything

January 21, 2026
13 min read
Jonas Höttler

Setting Priorities: Why "Everything Is Important" Means Nothing Is Important

"That's all top priority."

If you hear (or say) this sentence, you have a problem. Because if everything has priority, nothing has priority.

Prioritizing doesn't mean deciding what's important. It means deciding what's more important than something else – and not doing the other thing.

Why Setting Priorities Is So Hard

The Dilemma

REALITY:
- More tasks than time
- Every stakeholder thinks their topic is most important
- Everything sounds reasonable and sensible
- FOMO: What if we leave out the wrong thing?

RESULT WITHOUT PRIORITIZATION:
- Everything gets started, nothing gets finished
- Constant context switching
- Stress and overload
- In the end: Less accomplished than possible

The Cost of Missing Prioritization

Without PrioritizationWith Prioritization
10 things 30% done3 things 100% done
Constant context switchesDeep work possible
Burnout riskSustainable performance
Reactive to everythingProactive on the right things
Unhappy stakeholdersClear expectations

Framework 1: The Eisenhower Matrix

The most classic framework for personal and team prioritization.

                    URGENT             NOT URGENT
              ┌─────────────────┬─────────────────────┐
   IMPORTANT  │      DO         │       DECIDE        │
              │   (Immediately) │     (Schedule)      │
              │                 │                     │
              │ - Prod Incident │ - Strategy work     │
              │ - Deadline today│ - Team development  │
              │ - Critical bug  │ - Tech debt         │
              ├─────────────────┼─────────────────────┤
   NOT        │    DELEGATE     │       DELETE        │
   IMPORTANT  │  (Hand off)     │     (Eliminate)     │
              │                 │                     │
              │ - Status emails │ - Unnecessary mtgs  │
              │ - Routine tasks │ - Nice-to-haves     │
              │ - Simple questions│ - Perfectionism   │
              └─────────────────┴─────────────────────┘

How to Use the Matrix

DO (Important + Urgent):

  • Handle immediately
  • Don't delegate
  • These are real priorities

DECIDE (Important + Not Urgent):

  • Schedule a fixed time
  • This is where long-term leverage lies
  • This quadrant is often neglected

DELEGATE (Not Important + Urgent):

  • Hand off if possible
  • Do quickly if yourself
  • Don't invest too much time

DELETE (Not Important + Not Urgent):

  • Eliminate
  • Say no
  • Don't push to "someday"

The Most Common Mistake

PROBLEM:
Most people spend too much time
in "Urgent" (DO + DELEGATE) and too little
in "Important but Not Urgent" (DECIDE).

EXAMPLE:
- Answer emails (urgent, not important) ✓
- Strategy for next quarter (important, not urgent) ✗

RESULT:
Always busy, but never on what matters.
Firefighting mode instead of shaping.

Framework 2: RICE Scoring

RICE is perfect for product and feature prioritization.

The Formula

RICE Score = (Reach × Impact × Confidence) / Effort

R - REACH:     How many people/users does it affect?
I - IMPACT:    How strong is the effect? (0.25, 0.5, 1, 2, 3)
C - CONFIDENCE: How sure are we? (0-100%)
E - EFFORT:    How much work? (Person-weeks)

Example

FEATURE A: New Onboarding Flow
- Reach: 1000 new users/month
- Impact: 2 (high)
- Confidence: 80%
- Effort: 4 weeks

Score = (1000 × 2 × 0.8) / 4 = 400

FEATURE B: Dark Mode
- Reach: 5000 active users
- Impact: 0.5 (minimal)
- Confidence: 100%
- Effort: 2 weeks

Score = (5000 × 0.5 × 1.0) / 2 = 1250

→ Although Dark Mode has less impact,
  it has a higher RICE score due to
  reach and lower effort.

Impact Scale

3.0 = Massive Impact (Game Changer)
2.0 = High Impact
1.0 = Medium Impact
0.5 = Low Impact
0.25 = Minimal Impact

Benefits of RICE

  1. Objective: Numbers instead of gut feeling
  2. Comparable: Different features on one scale
  3. Discussion basis: Stakeholders can challenge assumptions
  4. Documented: Decisions are traceable

Framework 3: MoSCoW

MoSCoW is ideal for scope decisions and roadmap planning.

M - MUST HAVE:    Without this, nothing works
S - SHOULD HAVE:  Important, but workaround possible
C - COULD HAVE:   Nice to have
W - WON'T HAVE:   Explicitly not (this time)

Example: MVP for New Feature

MUST HAVE:
- User can log in
- Core functionality X works
- Data is saved

SHOULD HAVE:
- Password reset
- Email notifications
- Better error messages

COULD HAVE:
- Dark mode
- Export function
- Social login

WON'T HAVE (this release):
- Multi-language
- Offline mode
- Admin dashboard

The Power of "Won't Have"

WHY "WON'T" IS SO IMPORTANT:

1. CLARITY
   Everyone knows what's NOT coming.

2. PROTECTION
   Scope creep is prevented.

3. FOCUS
   Team can concentrate on Must/Should.

4. EXPECTATION MANAGEMENT
   Stakeholders aren't surprised.

Framework 4: Value vs. Effort Matrix

Simple 2x2 for quick prioritization.

                    LOW EFFORT           HIGH EFFORT
              ┌──────────────────┬──────────────────┐
   HIGH       │    QUICK WINS    │    BIG BETS      │
   VALUE      │   (Do now!)      │   (Plan)         │
              │                  │                  │
              │ "Low hanging     │ "Strategic       │
              │  fruit"          │  investments"    │
              ├──────────────────┼──────────────────┤
   LOW        │    FILL-INS      │   MONEY PITS     │
   VALUE      │  (If time)       │   (Avoid!)       │
              │                  │                  │
              │ "Nice to have,   │ "Why are we      │
              │  easy to do"     │  doing this?"    │
              └──────────────────┴──────────────────┘

The Order

  1. Quick Wins: First – quick successes, momentum
  2. Big Bets: Then – long-term leverage
  3. Fill-Ins: In between – when capacity is available
  4. Money Pits: Never – cost more than they deliver

Framework 5: ICE Scoring

Faster than RICE, good for quick decisions.

ICE Score = Impact × Confidence × Ease

I - IMPACT:     1-10 (how big is the effect?)
C - CONFIDENCE: 1-10 (how sure are we?)
E - EASE:       1-10 (how easy is it?)

Score = I × C × E (max 1000)

Example

TASK A: Implement caching
- Impact: 8
- Confidence: 7
- Ease: 5
Score: 8 × 7 × 5 = 280

TASK B: Change button color
- Impact: 2
- Confidence: 9
- Ease: 10
Score: 2 × 9 × 10 = 180

→ Caching has higher score despite
  lower ease, because Impact > everything

Prioritization in Tech Daily Life

Sprint Planning

PROCESS:

1. GO THROUGH BACKLOG
   - What's there?
   - Rough estimates

2. APPLY FRAMEWORK
   - Value/Effort for all items
   - MoSCoW for the sprint

3. CHECK CAPACITY
   - What fits?
   - Buffer for unexpected (20%)

4. COMMITMENT
   - Must Haves must fit
   - Should Haves depending on capacity
   - Could Haves = bonus

IMPORTANT:
Sprint Commitment = Must + Should
Not: "We'll do everything"

Roadmap Planning

QUARTERLY:

1. DEFINE THEMES
   - What are the 2-3 big themes?
   - Alignment with business goals

2. PRIORITIZE FEATURES
   - RICE for all candidates
   - Create ranking

3. SEQUENCING
   - Consider dependencies
   - Quick wins early
   - Plan big bets

4. COMMUNICATE
   - Roadmap is a plan, not a promise
   - Review regularly

Daily Prioritization

MORNING ROUTINE (5 min):

1. TOP 3
   - What are the 3 most important things today?
   - If only ONE of them is possible – which one?

2. EISENHOWER CHECK
   - Is my day in the right quadrant?
   - What can I delegate/eliminate?

3. BLOCK TIME
   - When do I do the Top 3?
   - Protect calendar

EVENING ROUTINE (2 min):
- What did I accomplish?
- What do I move to tomorrow?

Learning to Say No

Why Saying No Is Hard

FEARS:
- I'll disappoint others
- I'll miss an opportunity
- I'll seem uncooperative
- I won't be important anymore

RESULT:
- Too much on the plate
- Nothing done right
- Burnout

How to Say No Constructively

Technique 1: The "Yes, if..."

INSTEAD OF:
"No, that's not possible."

BETTER:
"Yes, I can do that – if we
postpone [other project].
What has priority?"

Technique 2: The "Not now"

"That's a good point. Right now we're
focusing on X. Can we plan this for Q3?"

Technique 3: The "Who else?"

"I'm not the right person for this.
Have you talked to [name]?"

Technique 4: The Transparent No

"I have to say no because my capacity
is currently on [Project X]. If I take
this on, [concrete consequence] will suffer."

Saying No as a Leader

AS A LEADER YOU ALSO HAVE TO SAY NO FOR YOUR TEAM:

"The team can't take on this feature.
We're committed to [sprint goal].

Option A: We plan it for next sprint.
Option B: We pull something else out.

What makes sense?"

Common Prioritization Mistakes

Mistake 1: Everything Is P1

PROBLEM:
"Everything is top priority"
= No prioritization
= Chaos

SOLUTION:
Force Ranking: If you could only do ONE
thing – which one?
Then: Which one second?
And so on.

Mistake 2: The Loud Stakeholder Wins

PROBLEM:
Whoever makes the most noise gets
their features/tasks prioritized.

SOLUTION:
- Transparent prioritization criteria
- Scoring system (RICE/ICE)
- All stakeholders see the ranking
- Discussion based on criteria, not volume

Mistake 3: Sunk Cost

PROBLEM:
"We've already invested 3 months,
so we have to continue."

REALITY:
The invested time is gone.
The question is: Is it worth the NEXT hour?

SOLUTION:
Regularly evaluate: Would we start this TODAY?
If no → stop.

Mistake 4: Urgent Displaces Important

PROBLEM:
Always in firefighting mode.
Important, not urgent work (tech debt,
strategy, development) never gets done.

SOLUTION:
- Block fixed time for "Decide" quadrant
- Non-negotiable
- Minimum 20% of time

Mistake 5: No Re-Prioritization

PROBLEM:
Priorities from 3 months ago still apply.
But the world has changed.

SOLUTION:
- Review regularly (at least monthly)
- Include new information
- Be willing to change plans

Communicating Prioritization

To Stakeholders

TEMPLATE:

"We've prioritized [N] requests.
Here's the ranking and why:

1. [Feature A] - RICE Score 450
   → Highest impact with moderate effort

2. [Feature B] - RICE Score 320
   → Important for goal X

3. [Feature C] - postponed to Q3
   → Effort too high for current ROI

Questions about the assumptions?"

To the Team

IMPORTANT:
- Why did we prioritize this way?
- What does this mean for the sprint?
- What's explicitly out of scope?

"Our focus this sprint is [goal].
Everything else is nice to have.
If someone comes with other requests:
Point them to me."

Conclusion: Prioritizing Means Giving Up

Good prioritization isn't doing the right thing. It's not doing the wrong thing.

Core Principles:

  1. Everything can't be important: Force rank
  2. Use frameworks: Eisenhower, RICE, MoSCoW
  3. Learn to say no: Constructively and transparently
  4. Review regularly: Priorities change
  5. Important > Urgent: Block time for strategy

Your Challenge for Today:

List everything you want to do this week. Then: Cross out half. The remaining items: Rank them 1-N.

Only do #1-3 for real. The rest comes next week – or never.

And that's okay.


Want to understand how you make better decisions as a leader? Our guide to Making Decisions shows frameworks for faster and better decisions. For goal setting: SMART Goals.

#Priorities#Productivity#Time Management#Tech Leadership#Decision Making

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