Thank People (A Lot!)

Properly thanking people is how you build social capital. Social capital is how you advance your career, build influence, and get promoted.

**Noob way of saying thank you**: "Thanks for the pointer" ❌

**Better way of saying thank you**: "That was so helpful, you unblocked a critical milestone of this project" ✅

Some other tips: 

- Thank them  in-person or over a call
- Write a heartfelt thank you note (1 paragraph)
- Let their manager know
- Thank in public forums
- Give them recurring thanks, e.g. in standup, at the team meeting, and when the project finishes

How To Navigate Pivotal Points In Your Tech Career - By Casey Dai

[Casey Dai](https://www.linkedin.com/in/caseydai/) is a Head of Engineering at Capgemini, leading Data Engineerings and ML Ops. On top of that, he has a rich history of tech leadership across Manulife and Accenture.

To learn more from Casey, connect with him on LinkedIn: [Casey's LinkedIn](https://www.linkedin.com/in/caseydai/)

Here's some of the incredible career wisdom Casey has shared on Taro:
- ["How do I choose whether to become a people manager or continue to be an individual contributor?"](https://www.jointaro.com/question/aMvbV6SUjdDaU8RftQk5/how-do-i-choose-whether-to-become-a-people-manager-or-continue-to-be-an-individual-contributor/)
- ["How to make communication succinct and more impactful?"](https://www.jointaro.com/question/QDLV5owweJveRLlspOdc/how-to-make-communication-succinct-and-more-impactful/)
- ["Why would a senior make themselves replaceable?"](https://www.jointaro.com/question/b5eUTVq4m9ANQ5QCUc3q/why-would-a-senior-make-themselves-replaceable/)
- ["How to get into networking as a fresher?"](https://www.jointaro.com/question/2Ld9u7f4pVcm36cj1P36/how-to-get-into-networking-as-a-fresher/)
- ["How to get interview calls?"](https://www.jointaro.com/question/MOCBUYFhyn7Yv5ZF7qBU/how-to-get-interview-calls/)

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

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/)

Maximize Your Productivity As A Software Engineer [Part 12] - Just 1 Thing

As a software engineer, it is incredibly easy to get overwhelmed with the sheer amount of tasks on your plate. This lesson teaches you:

- What you need to do every single day to give yourself the gift of focus and be productive
- What to do if you absolutely need to get multiple major tasks done in a day
- How to enforce your focus on your singular task by systematizing it

Master The Behavioral Interview [Part 16] - Senior Engineer

Senior engineers are proven leaders who make the engineers around them better. "Senior" is a badge of honor that almost all engineers strive for after entering the industry. This lesson teaches you:

- The expectations from a senior engineer overall and how that reflects in behavioral interviews
- The kinds of stories senior engineers tell in behavioral interviews

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/>

The Most Important Thing To Do After You Get Laid Off

As a software engineer, you naturally have a lot of leverage as a highly sought after, highly-skilled worker. If you end up getting laid off, take the opportunity to use that leverage and seriously think about bettering your future.

Here are the core points:
- **Take the time to introspect about career direction** - When you're working, it's way too easy to get lost in the hustle and just trudge from project to project. After you're laid off, you now have the mental freedom to really think about where you want to go with your career. This will take at least several days, maybe even weeks. Try to envision what the perfect job looks like to you and make that your goal. Ask yourself where you want to be 5 or 10 years from now.
- **Think about what makes you happy** - This sounds cliched, but it's 100% true. There's no point min-maxing your compensation and level if you're fundamentally unhappy while doing it. The tech industry is such a broad space: There is a right opportunity for everybody where they can grow their career and be happy while doing it. But in order to get that opportunity, you need to discover what genuine passions you have.

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/)
- [Figuring Out The Best Company To Join As A Software Engineer](https://www.jointaro.com/lesson/Nqs0U6rt2qFyXKSZurTh/figuring-out-the-best-company-to-join-as-a-software-engineer/)
- ["How do I know what I'm great at?](https://www.jointaro.com/question/hksE5OSxktWdbnQQFdaT/how-do-i-know-what-im-great-at/)

Level Up Your Code Quality As A Software Engineer [Part 19] - Code Review Feedback

If you want to grow lightning fast as a software engineer, you need code quality feedback. This is the primary goal the entire "Pull Requests" section of this course is building up towards. This lesson will teach you:

- The algorithm for leveling up incredibly quickly as an engineer, especially for junior and mid-level engineers
- How NOT to respond to code review feedback
- How to gracefully respond to code review feedback to maximize your learning and deepen relationships with your teammates by going through an in-depth example

If you want to dive even deeper into code review, check out our masterclass: [\[Masterclass\] How To Do Amazing Code Review](https://www.jointaro.com/lesson/rhRFh49oouaUDhWUvkQb/masterclass-how-to-do-amazing-code-review/)

How The Top 1% Of Engineers Are Judged

As a former VP of Engineering at Amazon, Ethan has the unique ability to share how the senior-most engineers were evaluated within Big Tech. These are the top few percent of engineers in the company (Staff Engineers, Principal Engineers, Distinguished Engineers, etc), and the expectations are incredibly high.

**Key insights:**

- **At very senior levels, technical excellence is table stakes.** The top-performing engineers use their technical expertise to help the business. 
- **The dynamic with company leadership is important**: these engineers must be proactive in helping the business, and not simply the "guru on the hill" who provides answers when asked.
- **There are different modalities to get to a very senior level**, e.g. CTO model, technical expert, product engineer, and others. It's ok if you don't want daily meetings with company leadership, but you must be working on a valuable enough problem that can merit an engineer of that seniority.
- **Finding a good manager is critical for both ICs and managers**. Two ways to evaluate this are (1) find a leader who has grown many people and (2) find a leader who is advancing rapidly in their career.

[**Ethan Evans**](https://www.linkedin.com/in/ethanevansvp/) is a retired Amazon VP who now teaches managers how to break into executive levels. He was at Amazon for 15 years, and he became a VP in 2013 until he left in 2020. Ethan shares valuable insights for anyone interested in management or career development.

**Helpful links:**

- [**\[Masterclass\] How To Work Better With Your Engineering Manager**](https://www.jointaro.com/lesson/2PbJb2fuqF3iMHy57eEg/masterclass-how-to-work-better-with-your-engineering-manager/)
- Rahul's Senior to Staff course: <https://maven.com/taro/senior-to-staff>
- More from Ethan: <https://www.jointaro.com/topic/ethan-evans/>
- [Rahul's $800K TC journey](https://www.youtube.com/watch?v=inydj1VZ0y0)

The Biggest Benefit Of Working At Big Tech - Learning Proper Engineering Skills

We all know how powerful Big Tech is when it comes to its top-of-market compensation and resume power. However, there is a much bigger long-term benefit these prestigious companies have when it comes to software engineers.

Here are the core points from the video:
- **Big Tech is stellar at teaching proper engineering** - You simply can't reach 100 million+ users without being great at software engineering. These companies have the experience and history to show software engineers how things should be done.
- **You will be pushed to be better** - Big Tech invests billions in hiring the absolute best tech talent in the world. In order to ship quality products at scale, these engineers push each other constantly to do the right thing. When you work at Big Tech, you become a part of this process and peer pressure.
- Here are just some of the ways this learning manifests:
  - Thorough release process with staged rollout and deep analytics
  - Code review where you get tons of comments on how to improve
  - Great internal tooling showing you what parts of the engineering experience can be made seamless

Related resources:
- ["How do I get better at building Large scale systems without working directly on such projects?"](https://www.jointaro.com/question/k9MR0UBCtVXvyZrOdPLw/how-do-i-get-better-at-building-large-scale-systems-without-working-directly-on-such-projects/)
- ["How to Learn/Practice Clean Code, particularly by oneself?"](https://www.jointaro.com/question/6DcTkiS9UJhDkQz1HIAL/how-to-learnpractice-clean-code-particularly-by-oneself/)
- ["What are the best resources to learn system design in a structured way?"](https://www.jointaro.com/question/SeCsb4IRTijs2hg4XHxo/what-are-the-best-resources-to-learn-system-design-in-a-structured-way/)

[Masterclass] Understanding And Optimizing Your Pay In Tech

Related resources:
- ["If my main goal is compensation, would it be wise to learn blockchain tech since it will potentially be the tech of the next couple decades?"](https://www.jointaro.com/question/tyS6MzzADqBzt10802Mh/if-my-main-goal-is-compensation-would-it-be-wise-to-learn-blockchain-tech-since-it-will-potentially-be-the-tech-of-the-next-couple-decades/)
- ["How do people in Big Tech deal with constantly fluctuating Stock Prices from their company?"](https://www.jointaro.com/question/JhEDkJl8AexlsL4IXBOH/how-do-people-in-big-tech-deal-with-constantly-fluctuating-stock-prices-from-their-company/)
- [[Taro Top 10] Pay Negotiation](https://www.jointaro.com/playlist/uyWSc5q79zFw2Ei7w59d/)
- [Presentation Slides](https://docs.google.com/presentation/d/1MdJrfT-wBDI6p-3z2_4rNY8IJwlvj1X7n3E5bmYajFU/edit?usp=sharing)

Ask For Specific Feedback

Key to learning quickly is getting effective feedback. This is especially important while onboarding, so you are able to course correct rapidly. Instead of asking the lazy question "Do you have any feedback for me?" add structure around the question: 

- **Task-specific** - what’s one thing that would have made this stronger?
- **Behavioral** - what’s something I do well that I should do more of?
- **Meta-level** - what’s the best way for us to share feedback with one another

Once you've been working with someone for a few weeks, schedule a dedicated 1:1 for feedback and let them know you'd love their honest opinion.

Failure Mode: Excessive Handholding

A common failure mode of onboarding is that, even 6 months into the job, the engineer still needs support to make code changes. Either with their workflow or a technical question about the code.

The sign of progress as you ramp up is if your questions and code reviews are evolving over time. The types and depth of interaction you have with coworkers should change.

The key to doing this is to reflect:

- Look at earlier code comments you received
- Write down questions you’ve had
- Don’t make the same mistake twice
- Ask your onboarding buddy to look for patterns

Reference question: [What does it mean to not require handholding anymore?](https://www.jointaro.com/question/5vEWajcZlSi7nlohTGtJ/what-does-it-mean-to-not-require-handholding-anymore/)

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/)

Maximizing a Severance Package 8/9 - Can You Sue?

- Connect with [Ethan on LinkedIn](https://www.linkedin.com/in/ethanevansvp/)
- Taro members get a discount to join [**Ethan's Level Up community**](https://levelupwithethanevans.substack.com/taro25)

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/)

DSA Crash Course [Part 51] - Graph Intro Lecture

In this lecture, Alvin explains the basic structure of a graph.

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 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/>

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

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.