Master The Behavioral Interview [Part 5] - It’s A Conversation

If you're doing it right, behavioral interviews shouldn't even feel like interviews. This lesson teaches you:

- Why behavioral interviews should feel like a conversation
- How the flow of behavior interviews are fundamentally different from all other interview types
- Why behavioral interviews are actually about far more than just the words you say
- The importance of honesty in interviews, not just in reality but with perception as well

Here is the communication course: [\[Course\] Effective Communication For Engineers](https://www.jointaro.com/course/effective-communication-for-engineers/)

Maximize Your Equity And Benefits In Tech [Part 2] - The Big Picture

Equity compensation can be a powerful but complex part of your total rewards in tech. Here are the core points from the lesson:

- Startup equity is high risk, with data showing over 60% of startups from 2018 have already shut down, and only a tiny fraction have reached IPO or unicorn status
- Multiple cognitive biases—like endowment effect, loss aversion, and optimism bias—can cloud judgment and lead to poor decisions about holding or selling stock
- Emotional and social factors, such as FOMO, herding behavior, and recency bias, often push people to mirror peers rather than make rational equity decisions
- Selling strategies can range from immediate liquidation to goal-based triggers (e.g., home down payment), percentage-based sales, or predefined holding periods
- It's crucial to plan ahead, especially around liquidity events, and work with financial professionals to optimize tax implications and align decisions with personal goals

Next steps with Andy:

- [Connect with Andy on LinkedIn](https://www.linkedin.com/in/andymoranio)
- [Leave feedback and/or sign up for Andy’s newsletter](https://subscribepage.io/taroequitycourse)
- [Schedule a consultation](http://adastrafp.com/contact-us/)

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)

Become A Debugging Master [Part 3] - Debugging Is A Premium Skill

Debugging is one of the most difficult yet valuable skills you can develop as a software engineer. Here are the core points from the lesson:

- Debugging isn’t just one skill—it involves asking sharp questions, deductive reasoning, clear communication, systems thinking, and holistic understanding
- As AI-generated “vibe coding” becomes more common, engineers who can deeply understand and fix code will become even more valuable
- Successful debugging requires patience and true technical mastery, far beyond just prompting an AI or relying on automated solutions
- Beyond fixing bugs, top engineers also prioritize which bugs matter most, combining technical problem-solving with smart decision-making for maximum impact

DSA Crash Course [Part 24] - Linked List Values Approach

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

> Write a function, *linked_list_values*, that takes in the head of a linked list as an argument. The function should return a list containing all values of the nodes in the linked list.

```
a = Node("a")
b = Node("b")
c = Node("c")
d = Node("d")
a.next = b
b.next = c
c.next = d

# a -> b -> c -> d

linked_list_values(a) # -> [ 'a', 'b', 'c', 'd' ]
```

```
x = Node("x")
y = Node("y")
x.next = y

# x -> y

linked_list_values(x) # -> [ 'x', 'y' ]
```

```
q = Node("q")

# q

linked_list_values(q) # -> [ 'q' ]
```

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 7] - Regularly Be Talking

There is far more to a data structures and algorithms question than simply being able to code up a solution. This lesson teaches you:

- Why consistent communication is critical for data structures and algorithms interviews, especially at top companies
- How much silence is too much in an data structures and algorithms interview
- How bad vs. good engineers solve technical problems in general

Bad Question vs. Good Question Example

Is the following a good question: What are the best open-source projects to work on?

"What are the best open-source projects to work on?" - How can the asker improve this question?

Is the following a good question: Any Java developers here who have worked on ML?

"Any Java developers here who have worked on ML?" - Why is this not a good question?

Is the following a good question: Does anybody know what the front-end engineering interview for Amazon looks like?

"Does anybody know what the front-end engineering interview for Amazon looks like?" - How can the asker improve this question?

Is the following a good question: Can someone recommend me resources for blockchain development?

"Can someone recommend me resources for blockchain development?" - How can the asker improve this question?

Is the following a good question: Is there anybody here who can refer me into FAANG?

"Is there anybody here who can refer me into FAANG?" - Why is this not a good question?

Asking questions is one of the most important skills for an engineer: However, so many engineers struggle with this and ask questions that are bad at getting answers. This is all even more important in the age of AI with tools like ChatGPT.

This video covers an in-depth example of a bad questions vs. a good question:

### Bad Question
*"I'm trying to load an image in my Android app, and it shows up blank. Any ideas on what's going on here?"*

Here's why this question falls short:
- It feels lazy as the asker doesn't share what they have tried already - Did they even do a Google search?
- There's no context on why they're trying to get an image to load - The impact of helping this person is unclear.
- There is 0 relevant code attached: This question forces potential helpers to ask a lot of follow-up questions to give advice.

## Good Question
The upgraded question is too long (check the video to see it), so here are the core points as to why it's better:
- The user attached everything they have tried.
- There's links to additional context if helpers reading the question want to dive deeper - Keep in mind that they're not embedded directly within the question as huge code blocks can be overwhelming.
- In general, it's very obvious that the asker put a lot of effort into the question and is respectful of everyone's time.

Related resources:
- [[Masterclass] How To Learn Quickly In Tech](https://www.jointaro.com/lesson/u9ldIvrTvV1wfWExccDR/masterclass-how-to-learn-quickly-in-tech/) - The full video where this clip was taken from
- ["How do you overcome the fear of asking stupid questions / bothering people when you need help?"](https://www.jointaro.com/question/vNE8kgpx2zdI1wACg9jA/how-do-you-overcome-the-fear-of-asking-stupid-questions-bothering-people-when-you-need-help/)
- [[Case Study] How Engineers Unlock Huge Impact With Artificial Intelligence (AI)](https://www.jointaro.com/lesson/gTQZbv0lmmypLPytqw5g/case-study-how-engineers-unlock-huge-impact-with-artificial-intelligence-ai/)

Break Into Tech And Become A Software Engineer [Part 4] - Why Foundation Is Crucial

In this lesson, Brian emphasizes the importance of building a strong technical foundation in order to succeed long-term in the tech industry.

This lesson covers:

- The risks of becoming a "framework developer" without understanding core programming concepts, which can jeopardize career stability
- Brian’s personal experience of having to attend two bootcamps to fill in gaps in foundational knowledge, despite already being in the industry
- The importance of understanding the underlying technologies, not just frameworks, to boost both career growth and confidence

If you need extra help breaking into tech, join Brian's exclusive, cohort-based bootcamp (just 10 students per batch). Use this special link for $800 off: <https://www.parsity.io/taro>

Connect with Brian on LinkedIn: <https://www.linkedin.com/in/brianjenney/>

Figuring Out The Best Company To Join As A Software Engineer

- **Follow The Talent You Know**
  - One of the best things about the tech industry is how full it is of extremely talented people, and you probably know some of them. In particular focus on those who are both talented and have a strong degree of integrity.
  - For the people you truly respect in your network, you should seriously consider the companies they go to as options. After all, if a company met the bar of these great people, it's probably pretty good!
- **Understand A Company's Strengths And Match Against Them**
  - Different companies have different core cultural values, and it's really important for your values and theirs to align. When this alignment isn't there, it's far too easy to go somewhere, work very hard, and not achieve much impact or career growth.
  - Examples: Amazon's leadership principles, Netflix's emphasis on freedom and responsibility
  - To find out what the culture is like at other companies, consult your network and [ask within the Taro Premium community](https://www.jointaro.com/membership/)!

Related resources:

- [\[Masterclass\] How To Choose A Good Company And Team As A Software Engineer](https://www.jointaro.com/lesson/0WEmTNZOMIh8xAdfO3JH/masterclass-how-to-choose-a-good-company-and-team-as-a-software-engineer/)
- ["What's the best way to think about a team switch?"](https://www.jointaro.com/question/NwXACx0n3JniBETi3f1E/whats-the-best-way-to-think-about-a-team-switch/)
- ["What questions can I ask a potential new team?"](https://www.jointaro.com/question/dLS6KcDwKNdMDlJwYdBw/what-questions-can-i-ask-a-potential-new-team/)

How To REALLY Say Thank You To Coworkers

Most software engineers struggle with building relationships and professional networking overall. One of the ways to get better at this is improving an often-neglected skill: Giving thanks. This video covers one of the most powerful ways to give thanks in the workplace.

Here are the core points:
- **Reward good work through their manager** - As an authority figure, praise coming from your manager is especially meaningful and it's a great experience when it happens. Spend effort adding weight to your feedback when you tell their manager by writing a heartfelt paragraph or telling them in person (this is really easy when you share the same manager as the peer, which is often the case). Thanking the helper directly yourself first is the first step: This manager reinforcement step is what really makes them realize, *"Wow, this person **really** wants to make sure I get rewarded for my efforts."*
- **Boost your peers' performance reviews** - At a higher level, you really earn your way into coworkers' hearts when they attribute you to a boost in their own performance rating. This is especially true at top companies like FAANG which have such a high-bar for engineer performance and good ratings are connected to very meaningful raises and promotions. If someone is helping you on a recurring basis, you can even explicitly tell their manager that you really hope they get rewarded on their performance review for uplifting you and really multiplying your impact. *Fight for the credit you ardently believe they deserve.*

Related resources:
- [Effective Communication Guide - Building Relationships](https://www.jointaro.com/lesson/488EjOLzU707WhdqMOK4/effective-communication-guide-part-3-building-relationships/)
- ["How do you network effectively within a company?"](https://www.jointaro.com/question/DwT9GtdYK9nwFV3a7jrU/how-do-you-network-effectively-within-a-company/)

15 SWE Years In 1.5 Hours [Part 10] - Data Structures And Algorithms

Because of Google, we all need to live in a LeetCode reality. Data structures and algorithms (DSA) are something we all love to hate, but at the end of the day, you need to master them to land a job at the world's leading tech companies. This lesson teaches you:

- Why grinding DSA is 100% worth it
- How the learning curve for DSA works (and why you shouldn't get discouraged)
- How to learn DSA properly
- The best tool to get for DSA prep
- What to do when you get stuck on a data structures and algorithms problem

To dive deeper into data structures and algorithms, follow our learning path here: [Crack The Data Structures And Algorithms Interview](https://www.jointaro.com/learning-paths/crack-the-data-structures-and-algorithms-interview/)

DSA Crash Course [Part 21] - Sum Numbers Recursive Walkthrough

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

Code along and test your work in the following editor workspace: <https://structy.net/problems/sum-numbers-recursive?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/>

Nail Your Promotion As A Software Engineer [Part 5] - Underleveled? It's A Feature, Not A Bug

You're doing better than almost all other engineers at your current level, at least the ones you can easily compare yourself to. So why aren't you getting promoted? Well, it might actually be dangerous to do so. This lesson teaches you:

- Why if a company is doing promotion properly, getting to the next level always involves fundamental behavior change
- The Peter Principle and how it explains the danger of promoting engineers based on their mastery of their current level
- What lagging promotion is and why it's important, both for you and the company
- A framework to understand what it means to go from one level to the next, paired with an in-depth example of the mid-level to senior transition

If you want to learn more about the concrete differences between engineering levels: [\[Taro Top 10\] Understanding Engineering Levels](https://www.jointaro.com/playlist/e9rjATPbSyvRPsukXiHn/)

Suppress Your Instincts And Treat All Feedback As A Gift

True or false: If you get a piece of feedback, you should initially assume good intent and that it is correct.

What should be your immediate reaction when you get a piece of constructive feedback?

True or false: If you get feedback that you do not believe is 100% correct, you should just ignore it.

Which of the following are good things you can do when you get a piece of feedback that you genuinely believe is not constructive and is phrased in a harmful way?

True or false: One of the most straightforward ways to grow in tech is to just immediately incorporate every piece of feedback you get.

- **Don't be defensive at all when receiving feedback unless it is entirely incorrect.**
- If you have taken the time to find a supportive team, the vast majority of feedback you receive (95%+) will be correct and have value.
- Feedback is a gift and arguably the greatest gift you can possibly receive for your career. *One of the most common attributes among top performer engineers is that they take and apply feedback extremely well.*
- Have empathy for the feedback giver. They probably feel a bit awkward as they're unsure how you're going to receive the feedback. Make them feel comfortable after they share the feedback by thanking them immediately and earnestly.
- Write down all great feedback you receive and try to convert it into action items:
  - **Example:** "I feel like you could be more active in meetings." -> I will try to say at least 1 thing in every team meeting from now on.
- If you get feedback you genuinely believe is incorrect and hurtful:
  - Talk to your manager if you don't have a good relationship with that person.
  - If you feel comfortable enough to talk with that person directly, have a crucial conversation.

Related resources:
- ["How can I find more opportunities to grow when I'm getting very little real feedback?"](https://link.jointaro.com/TzKmgN5nLnLyXJ5G6)
- ["Everyone's telling me I'm doing great - How do I get actionable, constructive feedback?"](https://link.jointaro.com/ng6MUQy2yUfS8w4e8)
- [Effective Communication Guide - Giving Feedback](https://link.jointaro.com/VsQvnzsnJbbXUQDy6)

Maximize Your Productivity As A Software Engineer [Part 24] - Go Deeper: Follow Through

As mentioned earlier in the course, being a productive is a never-ending battle. You need to keep fighting, growing, and retrospecting to keep yourself in check and maintain your productivity.

Find accountability partners with Taro Networking: <https://www.jointaro.com/networking/?selectedServices=Friendly+Coffee+Chat>

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

Find all Taro community events here: <https://www.jointaro.com/events/>

If you have a deeper issue, start a discussion in the Taro forum: <https://www.jointaro.com/questions/create/>

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/)

Level Up Your Code Quality As A Software Engineer [Part 15] - Make It A  Little Better Each Time

We all want to make big, fast strides, but this is often hard to actually achieve. When it comes to leveling up your code quality, a lot of the battle is incremental. This lesson will teach you:

- A framework you can apply to your code repeatedly to make it better and strengthen your coding skills
- How small improvements here and there can really add up over time to increase the quality of a codebase and build up your respect among the team
- An organic trick that Alex and all his mentees used at Meta to strongly succeed on the technical axis and get promoted fast

Grow From Senior To Staff Engineer [Part 9] - Build Technical Systems

As a staff engineer, it simply isn't enough to write standard product code. You need to write code that helps other engineers write code. This lesson teaches you:

- The mindset shift that staff engineers have made with regard to technical systems that junior to senior engineers haven't
- Why technical systems work is so impactful and deserving of staff engineer scope
- Exactly what it means to demonstrate staff level behavior with technical systems instead of senior level behavior, shown with an in-depth examples
- Common technical systems within a team that staff+ engineers are responsible for building and maintaining

How Big Tech Judges Interview Performance Differently

What is the main extra axis that Big Tech companies will grade interview candidates on?

As long as you get a correct, optimal solution, that is enough to pass a Big Tech interview round.

Why is communication so important in Big Tech companies?

True or false: Big Tech companies don't really care about what specific technologies and programming languages you have worked with.

What's the core high-level asset Big Tech interviewers look for?

- At a lot of companies, you can just get the right solution and pass. This will often not be the case with Big Tech interviews.
- Communication is much more important at Big Tech companies as there's more stakeholders on everything
- Try not to be silent for 5+ minutes at a time during the interview. Regularly be explaining your thought process
- Massive companies like Meta and Microsoft will have very custom technology, so it doesn't really matter what you're currently experienced in
  - Because of this, Big Tech companies generally let you code in whatever language you want
- It's possible to get the sub-optimal solution or a slightly incomplete solution and still pass the interview if your communication is very strong

Related resources:
- [[Masterclass] How To Ace Your Big Tech Interview - Data Structures And Algorithms](https://www.jointaro.com/lesson/V4sTACzfOh22nMVcUV3w/masterclass-how-to-ace-your-big-tech-interview-data-structures-and-algorithms/) - The video this clip was taken from
- [Alex's Guide To Effective Communication](https://www.jointaro.com/playlist/hVdLQQzfslaYarLSCmmy/)
- [[Masterclass] How To Ace Your Big Tech Interview - System Design](https://www.jointaro.com/lesson/J3I9fTW9ulr6T9KjxpqY/masterclass-how-to-ace-your-big-tech-interview-system-design/)
- [How Alex Got Into Meta With 0 Prior LeetCode Experience](https://www.jointaro.com/lesson/ZYiTbN21FsqFxFdpwt5a/how-alex-got-into-meta-with-0-prior-leetcode-experience/)

Build Deep Relationships Quickly In Tech [Part 3] - The #1 Rule Of Networking

Many engineers struggle with networking as they don't fundamentally understand how it's supposed to work. This lesson teaches you:

- The #1 rule of networking and how not following it completely messes up your social circle
- A very tactical, mathematical framework from which to view networking
- How giving more than you take creates an infinite amount of value
- Why you're not a "loser" for being benevolent and kind
- The pain and toxicity of being in a fake network, which many engineers are a part of
- The powerful benefits of being in a true network

Make Sure To Do This To Get Full Credit For Your Work

On top of doing the work, what else do you need to do in order to get full credit for what you are doing?

True or false: It is bad to give more public status updates for your project as it will come across as looking for attention.

Why should you not feel icky when you are properly broadcasting the status of your project?

Core points:
- *You don't get credit automatically for doing good work, especially if you work in a large company.*
- It is vital that you bring visibility to your work and claim credit for jobs well done in project updates, meetings, and other more public avenues.
- You may feel "icky" for sharing status updates - Don't! If your work is truly important, than it's worth sharing about and keeping the team in the loop. If you don't feel like your work is important, then you have a separate problem you need to address.
- Use project updates to thank others! Treat it as a mechanism to build social capital.

Related resources on how to write concise, impressive project updates:
- ["How can a painfully introverted person increase their visibility and promote themselves?"](https://link.jointaro.com/3XHsUifABjyN3Tq98) - From a SWE intern at Google
- ["How to get more visibility on work?"](https://link.jointaro.com/aQUHxnsNAJVcRgth6) - From a junior engineer [E3] at Meta

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.