Don't Be the Frog: The Learning Trajectory Test
Judge whether to stay in a job by the direction of your learning curve, not by inertia.
- Difficulty
- Easy
- Time to result
- ~weeks to results
- Steps
- 4
- Confidence
- 90%
A heuristic for deciding whether to stay in or leave a role that feels off. Using the boiling-frog metaphor, it warns that inertia lets small discomforts accumulate unnoticed until you're trapped. The core test is your learning and growth trajectory — and if it's flat, the first move is agency (reshape the role), not necessarily quitting.
Origin
Ada Chen Rekhi applies the classic boiling-frog metaphor to career decisions, reframing the 'how long do I stick it out?' question around whether you're learning and which way conditions are trending.
Core principles
- 01Inertia makes you the frog — small discomforts you rationalize ('the next manager will be better') can boil you alive
- 02There's no fixed timeline; staying a decade can be right if you're genuinely challenged and growing
- 03Learning and growth is the primary gauge, not title or comfort
- 04Hard walls (disagreeing with the company's thesis, structurally limiting roles, no learning) are signals to act
- 05The response to flat learning is agency, not always a catastrophic quit
How to run it
- 1
Read the temperature and its direction
Become aware of your surroundings and which way conditions are trending. Notice the small discomforts you've been rationalizing away and whether the 'water' is heating up degree by degree.
Pro tip Watch for the rationalizations 'it'll get better' and 'I'm one promotion or one conversation away' — they're how the frog stays in the pot.
Watch out Inertia is the default failure mode; the danger is not noticing the gradual rise until you're trapped.
- 2
Apply the learning-and-growth test
Ask: am I being genuinely challenged, learning new things, and deriving meaningful enjoyment? Consistent yes can justify staying for years. Watch for hard walls: disagreeing with the company's direction, fundamentally limiting role aspects, or simply not learning despite performing well.
Pro tip You can be adding lots of value and doing a good job while no longer being stretched — high performance is not the same as growth.
- 3
Exercise agency before quitting
If learning has flattened, first try to change it from inside: a proactive conversation with your manager or leadership to land the specific project or experience you want. Frame it positively ('I love what I'm doing and I'd also like to learn X').
Pro tip Ada used exactly this to land the growth and subscriptions experience she wanted at LinkedIn.
Watch out Quitting to do 'something catastrophic' isn't the only lever — reshaping the role is often available first.
- 4
If you hit a blank wall, take it as a gift of time
If you can't get the learning from the company, use the slack created by being over-optimized at the job — build relationships with key people, or learn something new on your own time that you can leverage elsewhere.
In the wild
Asked how to know whether to endure a job you dislike that might lead somewhere, Ada rejected a fixed timeline and instead applied the frog metaphor plus the learning lens: a 'happy frog' who's challenged daily might stay for decades, while a flat-learning role with hard walls signals it's time to change something.
→ The decision rule becomes contextual and self-directed: monitor learning trajectory and water temperature rather than gutting out an arbitrary number of years.
Common mistakes
Being a victim of inertia
Rationalizing small, accumulating discomforts ('the next manager will be better,' 'one promotion away') lets conditions worsen unnoticed until you feel trapped — you must actively track the trend.
Assuming leaving is the only option
When learning stalls, jumping straight to a catastrophic quit skips the higher-leverage first move: a proactive conversation to reshape your role or land the project you need.
Is it for you?
Best for
Employees who feel vaguely stuck or uncomfortable in a role and are unsure whether to endure it, reshape it, or leave.
Not ideal for
Situations with acute red flags (toxic environment, ethical breaches) where deliberation over learning curves is beside the point.
From the transcript
“Don't be the frog”
“if you take a frog and you put it in a pot and you increase the temperature degree by degree by degree, the frog doesn't…”
“I really kind of look at it from the lens of learning. What can I learn here and how am I growing and developing?”
“It might actually mean a proactive conversation with your manager or the leadership”
“now that I have sort of this extra time because I'm so optimized at this job, how am I going to choose to use that…”
From the episode
How to make better decisions and build a joyful career
Ada Chen Rekhi (Notejoy, LinkedIn, SurveyMonkey)