essay

The cycle of improvement

How does the path look like from good to better? Turns how the shape is always the same, and it repeats in cycles. But it's not linear, it's not constant, and it involves a lot of down periods.


Sandro Maglione

Sandro Maglione

Free thinking

Improvement requires ups and downs. Downs especially.

I started focusing on this pattern in my journey to mastery, and it's so stark that I can often pinpoint the exact moment I stand in the cycle: going up, plateauing, going down.

This is the map I observed tracing any road to mastery, in anything 🗺️


Satisfaction is perceived progress

In a long journey (multiple years) to real mastery, you soon realize that goals and achievements are not the fuel. They may mark a direction, but they don't sustain a long journey.

What makes you strive day after day is perceived progress 🚶‍♂️‍➡️

I noticed that my periods of highest satisfaction come when I personally/internally/subjectively perceive a significant improvement in my output.

Even simpler than that, sometimes the conviction that a new tool or discovery will lead to improvement is enough to spark a high motivation period.

Perceived progress is not the same as actual progress 🤔

In fact, there is no measure of relative improvement that predicts high satisfaction. It may be a thin or even not existent/visible improvement.

As long as you perceive yourself getting better, it's fuel.

Up and downs are a feature, not a bug

Fixing a problem requires finding it.

Finding a problem requires failing, reflecting, and overcoming.

Downward periods act as a spring for a new breakthrough 🏗️

The cycle goes:

  1. You try something new
  2. You fail since you don't know how it works
  3. You research the details of why you failed
  4. You apply these personal fixes to reach a new higher level

This directly maps to:

  1. Plateau
  2. Down
  3. Down
  4. Up

And the cycle then repeats as you reach a new plateau.

Three details to notice:

  1. Up requires a period of Down
  2. Entering Down is an active choice during Plateau
  3. Solving a problem is still in the Down period

Easy enough. The problem is the intensity and duration of each cycle 👇

Failure is a constant most cannot tolerate

Ups are fleeting, most time is spent in plateau and down.

In fact, what's even more daunting: Down has not timeline.

The down period lasts as long as it's needed for you to adapt, which may be long and requires active effort against failure 🙌

Furthermore, the "perceived progress" principle acts also in reverse. The beginning of a down period is when you perceive actually getting worst.

Quitting is a consequence of a perceived lack of progress 🤔

Quitting happens on a misunderstanding of the improvement cycle above, causing beliefs such as:

  • “If I were suited for this, it would be easier”
  • “Effort should correlate linearly with results”
  • “Plateau means I’ve reached my limit”

People quit not because it’s hard, but because the meaning of hard feels threatening 🫠

In fact, what people don’t tolerate is not the "hard work" itself, but instead:

  • Loss of competence feeling
  • Ambiguous feedback
  • Temporary identity damage (“I thought I was good at this”)

Mastery is granted only to people that don't quit 🫵


Some practical takeaways:

  • While you are still learning, run away from plateaus as fast as possible (i.e. try new stuff)
  • Look forward for your next failure
  • When you reach some Up, reflect on what Down brought you there, and how you overcame it

Everyone should be on a journey to mastery of some kind. A few other references for you:

See you next 👋

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