If you only read one article about this subject, make it this one.
What changed my life was not a single breakthrough moment with Problem Solving, but a series of tiny adjustments that accumulated into something transformative over months and years.
Tools and Resources That Help
I want to talk about shallow work specifically, because it's one of those things that gets either overcomplicated or oversimplified. The reality is somewhere in the middle. You don't need a PhD to understand it, but you also can't just wing it and expect good outcomes.
Here's the practical framework I use: start with the fundamentals, test them in your own context, and adjust based on what you observe. This isn't glamorous advice, but it's the advice that actually works. Anyone telling you there's a shortcut is probably selling something.
There's a subtlety here that deserves attention.
The Long-Term Perspective
Something that helped me immensely with Problem Solving was finding a community of people on a similar journey. You don't need a mentor or a coach (though both can help). You just need a few people who understand what you're working on and can offer honest feedback.
Online forums, local meetups, or even a single friend who shares your interest — any of these can make the difference between quitting after three months and maintaining momentum for years. The journey is easier when you're not walking it alone.
Measuring Progress and Adjusting
If you're struggling with fixed mindset, you're not alone — it's easily the most common sticking point I see. The good news is that the solution is usually simpler than people expect. In most cases, the issue isn't a lack of knowledge but a lack of consistent application.
Here's what I recommend: strip everything back to the essentials. Remove the complexity, focus on executing two or three core principles well, and build from there. You can always add complexity later. But starting complex almost always leads to frustration and quitting.
The Role of behavioral patterns
The emotional side of Problem Solving rarely gets discussed, but it matters enormously. Frustration, self-doubt, comparison to others, fear of failure — these aren't just obstacles, they're core parts of the experience. Pretending they don't exist doesn't make them go away.
What I've found helpful is normalizing the struggle. Talk to anyone who's good at behavioral patterns and they'll tell you about the difficult phases they went through. The difference between them and the people who quit isn't talent — it's how they responded to difficulty. They kept going anyway.
Here's the twist that nobody sees coming.
How to Know When You Are Ready
I recently had a conversation with someone who'd been working on Problem Solving for about a year, and they were frustrated because they felt behind. Behind who? Behind an arbitrary timeline they'd set for themselves based on other people's highlight reels on social media.
Comparison is genuinely toxic when it comes to growth mindset. Everyone starts from a different place, has different advantages and constraints, and progresses at different rates. The only comparison that matters is between where you are today and where you were six months ago. If you're moving forward, you're succeeding.
Finding Your Minimum Effective Dose
One approach to habit loops that I rarely see discussed is the 80/20 principle applied specifically to this domain. About 20 percent of the techniques and strategies will give you 80 percent of your results. The challenge is identifying which 20 percent that is — and it varies depending on your situation.
Here's how I figured it out: I tracked what I was doing for a month and measured the impact of each activity. The results were eye-opening. Several things I was spending significant time on were contributing almost nothing, while a couple of things I was doing occasionally were driving most of my progress.
Advanced Strategies Worth Knowing
Let's get practical for a minute. Here's exactly what I'd do if I were starting from scratch with Problem Solving:
Week 1-2: Focus purely on understanding the fundamentals. Don't try to do anything fancy. Just get the basics down.
Week 3-4: Start applying what you've learned in small, low-stakes situations. Pay attention to what works and what doesn't.
Month 2-3: Begin pushing your boundaries. Try more challenging applications. Expect to fail sometimes — that's part of the process.
Month 3+: Review your progress, identify weak spots, and drill down on them. This is where consistent practice turns into genuine competence.
Final Thoughts
Progress is rarely linear, and that's okay. Expect setbacks, learn from them, and keep the bigger trajectory in mind. You're further along than you were when you started reading this.