The Incredibly Rare Benefit Top Tech Companies Offer - Equity Refreshers

You can get substantial equity grant refreshers as a result of your performance which can stack up and increase your total compensation.

Become A Debugging Master [Part 2] - Why You Should Love Bugs

Bugs are often seen as a nuisance, but in reality, they offer one of the highest-impact ways to grow and succeed as an engineer. Here are the core points from the lesson:

- Junior engineers often avoid bugs to chase “cool” feature work, but experienced engineers recognize bugs as critical for making meaningful product impact
- Owning and fixing bugs can accelerate your career growth, even to senior levels like Staff or Senior Staff Engineer, by demonstrating deep technical skill
- Debugging teaches you to dive across teams, codebases, and systems—skills that are rare, valuable, and highly rewarded
- Fixing bugs ensures real, lasting impact compared to feature work, where many experiments and launches often quietly fail
- Mature engineers view the endless supply of bugs as opportunities to create visible, undeniable value by removing problems that directly affect users

Related resources:

- Code quality course: [Level Up Your Code Quality As A Software Engineer](https://www.jointaro.com/course/level-up-your-code-quality-as-a-software-engineer/)
- [Girish Patangay: The billion versions of Facebook you’ve never seen](https://www.youtube.com/watch?v=eXGgc79sGwY)

Engineer Your Ideal Tech Career [Part 12] - Mitali Gala: Choosing The Engineering Manager Route

Next, [Mitali Gala](https://www.linkedin.com/in/mitali-gala) (a Mentor at Formation) discusses her decision to charge forward as an Engineering Manager and what that entails for her day-to-day work.

She reflects on some of the challenges, some of the highlights, why she is passionate about this work, and who it would be a good fit for.

Looking for mentorship from tech’s top engineers like Mitali + personalized job hunt assistance and interview prep? [Formation.dev](http://Formation.dev) can provide you unlimited career coaching, technical mentorship, personalized practice, and mock interviews. Join us here: <https://formation.dev/partners/taro>

Worksheet: [Formation - Coding Your Career](https://firebasestorage.googleapis.com/v0/b/tech-career-growth.appspot.com/o/courses%2Fslides%2FFormation%20Career%20Direction%20Worksheet.pdf?alt=media&token=f6344b78-529a-411e-a449-7a34a8d55fc8)

15 SWE Years In 1.5 Hours [Part 13] - The Secret To Growing Fast

Getting better isn't about which AI tool you use or what books you read or even which company you work for. How fast you improve comes down to one fundamental skill that most people struggle with. This lesson teaches you:

- Why feedback is the fuel for rapid engineer growth
- How many engineers respond incorrectly when it comes to getting feedback
- The right mentality to have when it comes to feedback overall
- Why an incorrect piece of feedback can actually be a good thing

15 SWE Years In 1.5 Hours [Part 8] - Finding A Job

Finding a job as a software engineer sucks, especially when it comes to your first one. This lesson teaches you:

- How to differentiate yourself from the massive pool of other applicants
- Why most engineers have the wrong mentality going into interviews and how you should flip it to be much healthier
- How to structure your job search (and why you shouldn't just start off grinding LeetCode into oblivion)

To dive deeper into the full mechanics behind landing any tech job (FAANG, startups, etc), take our course here: [Ace Your Tech Interview And Get A Job As A Software Engineer](https://www.jointaro.com/course/ace-your-tech-interview-and-get-a-job-as-a-software-engineer/)

15 SWE Years In 1.5 Hours [Part 4] - Debugging

No matter how careful you are as a software engineer, your code will always have bugs. On top of that, you will also need to spend time fixing bugs in code written by other people. This lesson teaches you:

- Why debugging is always a valuable skill (while feature development often isn't)
- How debugging forces you to develop a deeper understanding of the system
- The framework and process you need to understand in order to fix any bug

Come Up With 500k+ User Project Ideas [Part 5] - Tech Stack Rankings

Machine learning, web, back-end, DevOps, mobile - There are so many different tech stacks software engineers can specialize in. So how does the type of engineer you are affect your side project potential? This lesson teaches you:

- The rankings for tech stacks when it comes to side projects, starting from which one is the best suited and which ones are the worst suited
- Why mobile engineers in particular are extremely well-positioned to build impressive side projects
- The unfair advantage front-end engineers have when it comes to building side projects and getting credit
- Ideas for non-front-end engineers to build great side projects
- The pros and cons of every tech stack when it comes to side projects

DSA Crash Course [Part 35] - Zipper Lists Walkthrough

In this lesson, Alvin walks through the python implementation for the *zipper_lists* problem.

Code along and test your work in the following editor workspace: <https://structy.net/problems/zipper-lists?language=py>

If you need additional support taking these DSA skills and actually applying them, take [**Alvin's**](https://www.linkedin.com/in/alvin-zablan-b73a92117/) *complete* data structures and algorithms course on [**Structy**](https://structy.net/?utm_source=taro). You can try out the concepts yourself in their interactive code editor and learn advanced DSA patterns like stack exhaustive recursion.

Use [**this link to get 20% off**](https://structy.net/purchase?promo_code=taro20) the entire Structy DSA learning experience.

Follow Alvin on LinkedIn: <https://www.linkedin.com/in/alvin-zablan-b73a92117/>

DSA Crash Course [Part 8] - Anagrams Approach

In this lesson, Alvin explores the strategy to solving the following interview problem:

> Write a function, *anagrams*, that takes in two strings as arguments. The function should return a boolean indicating whether or not the strings are anagrams. Anagrams are strings that contain the same characters, but in any order.

```
anagrams('restful', 'fluster') # -> True
```

```
anagrams('cats', 'tocs') # -> False
```

```
anagrams('monkeyswrite', 'newyorktimes') # -> True
```

```
anagrams('paper', 'reapa') # -> False
```

If you need additional support taking these DSA skills and actually applying them, take [**Alvin's**](https://www.linkedin.com/in/alvin-zablan-b73a92117/) *complete* data structures and algorithms course on [**Structy**](https://structy.net/?utm_source=taro). You can try out the concepts yourself in their interactive code editor and learn advanced DSA patterns like stack exhaustive recursion.

Use [**this link to get 20% off**](https://structy.net/purchase?promo_code=taro20) the entire Structy DSA learning experience.

Follow Alvin on LinkedIn: <https://www.linkedin.com/in/alvin-zablan-b73a92117/>

DSA Crash Course [Part 5] - Is Prime Walkthrough

In this lesson, Alvin walks through the python implementation for the *is_prime* problem.

Code along and test your work in the following editor workspace: <https://structy.net/problems/is-prime?language=py>

If you need additional support taking these DSA skills and actually applying them, take [Alvin's](https://www.linkedin.com/in/alvin-zablan-b73a92117/) *complete* data structures and algorithms course on [Structy](https://structy.net/?utm_source=taro). You can try out the concepts yourself in their interactive code editor and learn advanced DSA patterns like stack exhaustive recursion.

Use [this link to get 20% off](https://structy.net/purchase?promo_code=taro20) the entire Structy DSA learning experience.

Follow Alvin on LinkedIn: <https://www.linkedin.com/in/alvin-zablan-b73a92117/>

Master The DSA Interview [Part 12] - Stuck? Here's What To Do

A defining trait of a strong software engineer is their ability to conquer hardship, and one of these hardships is getting stuck on a data structures and algorithms interview problem. This lesson teaches you:

- Why you need to communicate when you're stuck
- A proactive foundation you should set up to minimize your chances of getting stuck
- What actions you can take when you're stuck outside of coding up the optimal solution (which you obviously don't have as otherwise why would you be stuck?)

Master The DSA Interview [Part 10] - Run-Time Analysis

After clarifying the problem and coming up with a detailed, granular plan, coding up the solution should have been trivial. Now it's time for big O. This lesson teaches you:

- How to actually learn run-time analysis instead of memorizing the big O of every individual problem
- The structure of a strong run-time analysis for a data structures and algorithms problem
- Exactly what a quality run-time analysis looks like, explained with an in-depth example

Grow From Junior To Mid-Level Engineer [Part 17] - High-Level Roadmap

There's a bunch of different skills you need to develop as a junior engineer to grow to a mid-level engineer. To make things trickier, the order in which you develop them matters *a lot*. This lesson teaches you:

- The 4-phases high-level roadmap to grow from junior engineer to mid-level
- How long it takes to go from phase to phase on the mid-level engineer growth trajectory
- The necessary components you need to have to establish a strong presence on your team, strong enough to merit a mid-level engineer promotion

Grow From Junior To Mid-Level Engineer [Part 11] - Ask Great Questions

In order to grow fast as an engineer, you need to ask a lot of questions. This lesson teaches you:

- The differences between junior and mid-level engineers when it comes to asking question, particularly question quality
- What a junior engineer question looks like vs. a mid-level engineer question
- How to demonstrate technical mastery in your questions to make yourself look even better when asking for help

Master the art of question asking with our course: [Ask Great Questions That Get Great Answers Quickly](https://www.jointaro.com/course/ask-great-questions-that-get-great-answers-quickly/)

Asking Great Questions [Part 26] - Go Deeper: Follow Through

Asking great questions is a skill that takes months, if not years, to develop. So let's take the knowledge from this course and apply it! You get better by doing, not just consuming.

Improve your question asking skills directly in the Taro forum (while getting answers 10x better than anything you'll find on Blind and Reddit): <https://www.jointaro.com/questions/create/>

Find great engineers to learn from with Taro Networking: <https://www.jointaro.com/networking/?selectedServices=Friendly+Coffee+Chat>

If you can make it, come to Alex's Group Office Hours where you can ask questions in-person: <https://www.jointaro.com/p/alex-chiou/>

Find all Taro community events (including in-person ones where you get free drinks/snacks) here: <https://www.jointaro.com/events/>

Take the related courses:

- [\[Course\] Level Up Your Code Quality As A Software Engineer](https://www.jointaro.com/course/level-up-your-code-quality-as-a-software-engineer/)
- [\[Course\] Effective Communication For Engineers](https://www.jointaro.com/course/effective-communication-for-engineers/)

Asking Great Questions [Part 5] - Figure It Out Or Get Help?

As a software engineer, you need to figure out a lot of things on your own (that's why you get paid the big bucks). However, you don't want to go the extreme where you endlessly run yourself into a wall by not getting help. This lesson teaches you:

- When to figure it out on your own vs. get help
- The dynamic behind solving complex engineering problems
- How to identify if you're stuck
- When to ask for help earlier instead of later

[Become A Go-To Person 14/18] Give Presentations To Become An Expert

A course by [Jordan Cutler](https://www.linkedin.com/in/jordancutler1/), Senior Software Engineer at Pinterest and Author of the [High Growth Engineer Newsletter](https://read.highgrowthengineer.com/)

Maximize Your Productivity As A Software Engineer [Part 20] - Just Jump In

If there's one thing software engineers love to do, it's prepare. They'll read and watch and listen to countless resources in order to get "ready" to tackle their meaty technical challenges. This lesson teaches you:

- Why "preparing" to do a task is basically the same as doing nothing
- The right mentality you must have to tackle any software engineering task efficiently, going away from the mindset that got you through school
- How to effectively dive into a task and get it done fast

Write A Stellar Resume As A Software Engineer [Part 20] - Do Not Lie

The tech job market is incredibly brutal for software engineers, and this can make less ethical approaches far more appealing, including with your resume. This lesson teaches you:

- Why lying on your resume ultimately hurts you far more than it helps you
- What to do instead of lying when your resume is struggling

Grow From Mid-Level To Senior Engineer [Part 23] - Plot Your Growth Journey

The mid-level engineer to senior engineer promotion takes years for a very simple reason: You need to develop a *ton* of new skills to make it. This lesson teaches you:

- How to prevent yourself from becoming overwhelmed on your journey from mid-level to senior
- The standard growth path from L4 (mid-level) to L5 (senior) and what it means to be L4.5
- Why the L4.5 growth path that initially focuses on increasing your engineering excellence is generally the smoothest path to senior engineer

Tech Career Growth Videos

Our instructional videos provide software engineers with insights needed for career growth. Masterclasses go incredibly in-depth on a specific tech topic while case studies are real examples from established engineering leaders.