The Defining Trait Of Mediocre Software Engineers With Debugging

One of the main differences between a low-performing software engineer and a high-performing software engineer is that the high-performer looks for true solutions to bugs instead of hacky ones like the low-performer does. Don't suppress the symptoms when fixing bugs - Treat the root cause as well.

This video is a clip from our debugging masterclass. You can watch it here: [[Masterclass] How To Become A Debugging Master And Fix Issues Faster](https://www.jointaro.com/lesson/ioR6WzamAIUTpySLAr7o/masterclass-how-to-become-a-debugging-master-and-fix-issues-faster/)

Related resources:
- [[Case Study] Solving A Multi-Million $$ Instagram Bug](https://www.jointaro.com/lesson/WYk4J05iBqOuPtD0CYKX/case-study-solving-a-multi-million-dollardollar-instagram-bug/)
- ["How can I become more independent and better at unblocking myself with tricky technical issues?"](https://www.jointaro.com/question/QhqQQGrDgFjZbqohpKe0/how-can-i-become-more-independent-and-better-at-unblocking-myself-with-tricky-technical-issues/)
- ["What would you do, if you get a better solution purpose after PR?"](https://www.jointaro.com/question/PqxeNMxwHKsWYyWVyEbZ/what-would-you-do-if-you-get-a-better-solution-purpose-after-pr/)

Supercharging Relationships - Building Bridges With Bosses, Teammates, Mentors, And Tech Leads

Discover the secrets to thriving in complex work environments by mastering the art of navigating workplace politics and dealing with difficult people! Jai explains the pioneering concepts in "Connect" by Dr. Carole Robin and Dr. David Bradford, as well as their acclaimed work at Stanford's Graduate School of Business on Interpersonal Dynamics.

Tailored specifically for engineers targeting senior levels, this masterclass will equip you with the skills and strategies to expertly handle challenging situations and personalities in the workplace. By attending, you will learn how to:
- Recognize and navigate the subtle complexities of workplace politics
- Understand and manage difficult people by identifying their motivations and triggers
- Build trust and create psychological safety with colleagues and superiors
- Effectively giving and receiving feedback
- Managing conflicts and promoting cooperation

Our expert-led session will provide actionable insights and practical tools that you can apply immediately to your professional life. Unlock your full potential by overcoming common obstacles and building strong, effective relationships with your colleagues.

Don't let workplace politics or challenging personalities hold you back. This session will let you take control of your professional success by mastering interpersonal dynamics!

This session was by HashiCorp full-stack engineer Jai Bhagat: [Connect With Jai On LinkedIn](https://www.linkedin.com/in/jaybhagat/)

To go deeper on the subject, here's more great resources around relationship building:
- ["How do you network effectively within a company?"](https://www.jointaro.com/question/DwT9GtdYK9nwFV3a7jrU/how-do-you-network-effectively-within-a-company/)
- ["Working with a micromanager"](https://www.jointaro.com/question/50HJtR05yMOB97LrkiCX/working-with-a-micromanager/)
- [[Masterclass] How To Build Deep Relationships Quickly In Tech](https://www.jointaro.com/lesson/tyaPFMXPoz2pmzB7OVzt/masterclass-how-to-build-deep-relationships-quickly-in-tech/)

[Case Study] How To Become A Data Guru As An Engineer (w/ Senior Director of DS Mo Shahangian)

Mo has had a successful career at the intersection of data science and engineering at companies like Pinterest, Meta, and Epic Games.

Mo talked about the biggest data mistakes and how the job changes as you navigate seniority levels. He also shared his contrarian approach to promotion that has worked so well in his career. 

## Data knowledge for engineers:
- Data science is an overloaded term. The high-level goal for anyone working with data is to surface insights that will inform decisions. 
- Being insightful isn’t enough -- you need to surface **actionable** and **causal** relationships.

Everyone needs a reminder correlation != causation. Have some tools to remind yourself.
- Which way does the causal arrow go?
- Remember [Goodhart’s Law](https://en.wikipedia.org/wiki/Goodhart%27s_law)

## Career growth
- At the most senior levels, leaders are business owners/product leaders, not functional leaders.
- At more junior levels, it’s the opposite, there needs to be order and a separation of responsibility. The best people learn how to work, not only within their lane, but across.

Career success comes from being deliberate:
- A career is a series of decisions
- These decisions come with tradeoffs
- Those best at navigating tradeoffs emerge as leaders
- "Deliberate" means that you are both intentional and calculated

Mo started out building data systems at UCLA, joined Pinterest during hypergrowth, and eventually became a Senior Director of Data Science at Meta, and recently joined Epic Games at the leadership level. Connect with Mo: https://www.linkedin.com/in/mohammad-shahangian-b040188/

[Connect with Mo](https://www.linkedin.com/in/mohammad-shahangian-b040188/)

More resources: 
- Another Taro Premium Session about [junior --> senior eng promos at Meta](https://www.jointaro.com/lesson/EX9563YnxcJb62cCmetg/session-5-mentoring-junior-swes-e3-to-senior-e5-in-just-25-years-at-meta/)
- [Why chasing promo could hurt you](https://www.jointaro.com/lesson/qj2kX94TfFPgBLlQZBtb/why-chasing-promotion-could-hurt-you/)

When Should You Switch Teams Or Companies? - Daniel Tomko's Perspective

Daniel Tomko spent much longer at the companies in his career compared to most engineers: 11 years at Microsoft and 8 years at Meta. Within these companies, Daniel did various team changes.

- Switching companies has a higher "transaction cost" compared to switching teams.
- At a large enough company, you have tons of interesting technical challenges and people to work with.

Connect with Daniel Tomko on [LinkedIn](https://www.linkedin.com/in/danieltomko/)

Other relevant resources: 
- [How to approach a team switch conversation with my manager?](https://www.jointaro.com/question/XFQqRINGf9JvW3xmnVHa/whats-the-best-way-to-approach-a-team-switching-conversation-with-my-manager/)
- [How To Figure Out If A Team Is Important To A Company](https://www.jointaro.com/lesson/9OwPRwFFSMvEoVj6Zt5Q/how-to-figure-out-if-a-team-is-important-to-a-company/)
- [How To Find A Good Team With Career Growth Opportunities](https://www.jointaro.com/lesson/UGIUC9zaGccK0tOarBri/how-to-find-a-good-team-with-career-growth-opportunities/)
- [What's it like working on an ads team?](https://www.jointaro.com/question/GCCIkaBVUpPxGCF4MjRL/what-is-it-like-working-on-ads-teams/)

System Design Series: Taro Playlists [Part 7] - How Can Things REALLY Break?

The tactics are covered in the system design doc, so this summary will focus on the "meta" context behind this part and additional commentary:

- You should *always* think about "How can we cause a SEV?" when you're planning out system design for any substantial project or task.
  - **Context:** SEV = Severity, which is the term Meta, Robinhood, and many other companies use to describe a really bad product event.
  - This is one of the purest and most critical manifestations of proactive thinking, which is one of the trademark attributes of a competent senior+ engineer and tech lead. SEVs are events that seriously set back your organization or even your entire company if they're something you have to react to as opposed to catching them early.
- This "anti-SEV" thinking is *especially* relevant for Big Tech where the stakes are much holder due to regulatory constraints, increased media presence, and a massive scale of users.
  - It's also far harder to do this well at Big Tech due to a greater range of ways things can break.
  - However, if you can do this well, you will add a tremendous amount of value to your team. This is why pretty much all senior and staff engineers at FAANG and FAANG-equivalent companies have really developed this skill.
- Here are the ways a SEV can happen from the video (these are all vectors Alex dealt with at Meta as well):
  - **Users not playing nice** - You should never assume that users will put in proper inputs or even not want to harm other users. Most major tech products have some sort of multiplayer component, so it's important to be vigilant here.
  - **Bad auth context** - This means that users are able to carry out actions on behalf of other users. This can happen either intentionally (i.e. the acting user is malicious) or accidentally (e.g. the user has multiple accounts on your service and switching between them cleanly is broken).
  - **Incorrect backporting** - "Backporting" is the process of making things work on older builds of your software. This is *very* relevant for mobile engineers as there will always be a good amount of users on older builds, especially if your product is used by people in regions with lower internet.

You can [find the full system design doc here](https://docs.google.com/document/d/15WaM8Ojan82g0m2mtz6kC2Hiyj0Q6VbjfqRmVNDI3qw/edit?usp=sharing) - Feel free to use it as a template for when you're going through the system design process at your job!

5 Offers w/ FAANG Companies As A New Grad: Details + Lessons

In 2014, Rahul graduated from Stanford with a BS and MS in Computer Science. He received new grad Software Engineer offers from 5 companies: 
1. Facebook
2. Twitter
3. Microsoft
4. Google
5. Square

This video outlines the exact details of the offers, and models out the increase (or decrease) in value of those offers 8 years later, in 2022. The total compensation of the offers range from $174K/year to $262K/year, and those numbers go a lot higher if you factor in stock appreciation.

If you want to better understand how compensation works in top tech companies, first watch [this video](https://link.jointaro.com/819tdsqwJj4VnaEC6).

"Is Taro hiring?" - 8/18/2022

If you're searching for a job, check out [our in-depth video on how Taro can help you do just that](https://link.jointaro.com/e5Swdksn8886KrQs9).

- **Not right now, but hopefully soon** - We want to make sure that when we do hire a full-time employee, we treat them very well and pay them top-of-market. We also want to make sure we're running as stable a ship as possible, especially in this economy - We don't want to hire someone just to lay them off within a year. This requires a lot of capital, more than we have with just the YC investment.
- We're raising our seed round now, and if this goes well, we should be able to hire a full-time engineer, maybe 2.
- Our dream is to turn Taro into a huge, financially sound company and then hire folks who have been supporting us for a long time, all the way back to the Tech Career Growth days.
- If you want to help, continue using Taro, letting us know how we can improve, and sharing the app with your friends and colleagues! The more we grow, the faster we can scale up Taro and achieve our vision of empowering every software engineer in the world to be happier and more effective in their careers.

Avoid This Performance Review Death Trap - Creating An Expectations Plan

- Work with your manager at the beginning of your performance review cycle to create a plan. Do this no matter what: Even if your goal isn't too ambitious and you just want to get an average rating.
- The plan should outline expectations for you very clearly, ideally as a checklist:
  - What does it mean to hit your baseline expectation and not be in danger of a performance improvement plan (PIP)?
  - What does it mean to knock it out of the park?
- Things will change, especially in high-performance tech companies. This document will change over time, and you and your manager should be 100% aware of this and adapt.

Job Switching Is Great For Pay But With Major Caveats

Engineer Your Ideal Tech Career [Part 2] - How Do You Spend Your Time?

In this video, we explore key areas that software engineers spend their time throughout their day, and we talk through the differences between each.

Depending on which areas you want to optimize to spend your most time, your long-term career path can vary. Try to assign a different rating to each to give yourself a clearer picture!

We cover what it really means to:

- Be making product/business decisions
- Be architecting solutions
- Be hiring
- Be mentoring

Looking for mentorship from tech’s top engineers + 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)

Top System Design Interview Mistakes [Part 5] - Don't Over or Under-Engineer a System

In system design interviews, it's crucial to strike the right balance between complexity and simplicity in your solutions. This video highlights the importance of avoiding both over-engineering and under-engineering:

- Designing systems with unnecessary complexity can lead to wasted resources, higher risks of bugs, and an impractical solution
- While caching can improve performance, indiscriminately adding caches without careful consideration can introduce inconsistencies and unnecessary complexity
- Rather than adding complexity for its own sake, stay focused on the unique challenges of the problem at hand to identify the most effective solutions
- Thoughtfully evaluate where to apply caching or other optimizations by weighing the benefits against the potential downsides
- Ensure that your design decisions are driven by the specific needs of the problem, rather than trying to impress the interviewer with buzzwords or unnecessary tools

This approach helps create efficient and practical solutions tailored to the specific challenges of the interview prompt.

If you need extra help with your system design interview, [Formation.dev](https://formation.dev/partners/taro) can provide you hands-on, personalized support. Join us here: <https://formation.dev/partners/taro>

How To Be An Effective Tech Lead [Part 1] - How This Course Works

As a software engineer, you need to eventually grow into a tech lead to pursue more senior levels. However, it's much easier being a bad tech lead instead of a good tech lead - This course is here to help you be the latter. Here are the core parts of the lesson:

- Your instructor [Jocelin Ho](https://www.linkedin.com/in/jocelinho/) walks you through her extensive 10+ year tech background as a Meta tech lead and the CTO/Cofounder of Cooby (Sequoia-backed startup), where she built engineering teams from scratch and mentored other tech leads

- You'll understand if this course is a good fit for you

- We walk you through the course objectives. By the end of the course, you will know:

  - 💡 The full definition of an effective tech lead

  - 💻 What technological skills tech leads must possess

  - 🙌 How tech leads demonstrate true leadership

  - ✅ Practical tips to start acting as a tech lead

Write A Stellar Resume As A Software Engineer [Part 14] - Show, Don't Tell

In order to write a great resume, you need to frame your experience as best as possible, getting maximum juice from the fruit. This lesson teaches you:

- The bar you need to clear in order to show that you have meaningful mastery of a technical area
- How to get metrics to describe the impact of your actions
- What showing looks like vs. telling, broken down through an in-depth example
- The difference between strong verbs and weak verbs
- How the recruiter and hiring manager perception of you drastically shifts depending on whether you used a strong verb or a weak verb

Write A Stellar Resume As A Software Engineer [Part 9] - I Know (Suck At) Everything

When it comes tech stacks on your resume as a software engineer, less is usually more. This lesson teaches you:

- What employers are looking for when it comes to an engineer's technical skills on their resume
- Why it's dangerous to put a bunch of technical terms (i.e. keyword stuffing) on your resume
- A simple framework to determine whether or not you should put a technical term (programming language, library, domain) on your resume

Take the code quality course here: [Level Up Your Code Quality As A Software Engineer](https://www.jointaro.com/course/level-up-your-code-quality-as-a-software-engineer/)

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

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/)

Nail Your Promotion As A Software Engineer [Part 4] - Do It For The Right Reasons

It's easy to become promotion-obsessed, especially at top companies like FAANG where promotions are so meaningful. However, this is a toxic mentality to have that ultimately hurts your career ambitions. This lesson teaches you:

- How to strike a delicate balance between deliberately pushing for promotion and having a healthy growth mentality
- The optimal mindset to have to get to extremely senior engineering levels
- Common pitfalls promotion-obsessed engineers fall into and what you should do instead for each of those situations

Related resources:

- ["How do I come up with innovative, impactful ideas and bring them to my team?"](https://www.jointaro.com/question/3QIJhAT4loA7n1hSfCuw/how-do-i-come-up-with-innovative-impactful-ideas-and-bring-them-to-my-team/?playlistId=EWIo3USNcsgXbCs5PS0h)
- ["How do I find projects for myself at work?"](https://www.jointaro.com/question/KitOGyYkpbsXFGoHPJUj/how-do-i-find-projects-for-myself-at-work/)
- ["How can I help juniors?"](https://www.jointaro.com/question/OzbQJCzLPbOKTEqpeSxF/how-can-i-help-juniors/)

Explain Like I’m 5: Demystifying Meta’s GenAI Infrastructure

Session led by: [Malik (Mike) Alnakhaleh](https://www.linkedin.com/in/malik-mike-a-32b63818b/)

**Event description**

Dive into the fascinating world of Meta's next-generation artificial intelligence with an event crafted for simplicity and clarity!\
\
Whether you're a software developer, a tech professional, or a bit AI-curious, join us for an illuminating session where complex concepts are made accessible. No PhD required!

### **What You Will Learn:**

- The Backbone of Meta’s GenAI: Unpack the core components and architecture powering Meta's cutting-edge AI, from robust data center hardware to innovative computing networks.
- Scaling AI for Tomorrow: Explore how Meta scales its AI infrastructure to support complex models and vast datasets, ensuring efficiency and sustainability.
- Innovations in AI Deployment: Discover the cutting-edge tools and practices Meta employs to deploy AI applications, from development to production.

### **Who Should Attend:**

- Software developers and engineers seeking to understand the infrastructural demands of AI.
- Professionals interested in AI, machine learning, and data center engineering.
- Anyone curious about how large-scale AI systems are built and used.

Ready to peel back the layers of Meta’s AI infrastructure with the curiosity of a five-year-old?\
\
Secure your spot today and step into the world of tomorrow's AI, exploring the future, one simple explanation at a time.

Get Maximum Value Per Answer

You should "Learn how to fish" instead of "receiving fish" — your goal in onboarding is to become a self-sufficient, productive engineer as quickly as possible. 

The way you do that is to ask follow-up questions when you get help and understand how you would have arrived at the solution on your own.

Bias toward asking for help earlier when you're new to a company, since you don't know what you don't know. It's better to be more annoying for the first month on the job rather than somewhat annoying for 6 months.

Senior Staff Engineer (L7) Describes Most Important Skill - Rahul Malik

Rahul is a Senior Staff Engineer at Meta.

- **Most important skill**: dealing with ambiguity and working through others. Senior Staff Engineers operate in a broad space, so they have to be independent enough to make impact without a specific problem.
- **Advice**: figure out how decisions are made. Who makes the decisions, and what is the underlying value system?

Here's the full playlist asking engineers what the most important skill is for their level: [Asking 7 Levels Of Engineers The Most Important Skill](https://www.jointaro.com/playlist/J9Io5lDGaYUpI8vGrUyI/)

Helpful links:
- [SWE2 --> Principal Eng in 4 years](https://www.jointaro.com/lesson/Lvf1TDKt1R4ZJSCr9BVv/rockstar-software-engineer-story-sw2-greater-principal-in-just-4-years/)
- Taro's top 10 to get promoted from [senior to staff engineer](https://www.jointaro.com/playlist/YD8LMCSlE71VUGUbNAWM/)
- [David Pan on what makes a great tech lead](https://www.jointaro.com/lesson/uHqZZ15SK19MatEvLSO6/what-makes-a-truly-great-tech-lead-a-vp-of-engineerings-perspective/)
- [Rahul on LinkedIn](https://www.linkedin.com/in/rahulbmalik/)

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.