Every time, when my manager asked me to do some changes to the repository that is totally new to me. I became scared. 

I prefer to do research by myself first. But I got lost in the new repo by reading file by file, and don't get the clarity. 

So I ask the repository owner to provide documentation, mostly they don't maintain documentation, and even if they do, it is not updated or it involves a lot of detailed feature-wise documentation, which is usually not relevant to my requirement. 

Then, I call the POC of that repo, but I couldn't figure out what is the right question to ask in the first call. Over time, I ping him asking questions whenever I face hurdles while achieving the requirements. 

Sometimes, I put a debugger or logs to understand the flow of code.

The above processes took a lot of my time.

What is your suggestion to get clarity in the new repo such that I can complete my requirements in less time?

What is the effective way to understand new repository in order to make the required changes in that repo?

Before I was at Meta, I worked at a networking company for 10+ years. It was very different from Meta as a massive consumer web company. On top of the domain differences, the culture is also very different between these 2 companies.

I'm working on ML at Meta, which is something I'm pretty new to. As a senior engineer who wants to make an impact quickly and make a push for staff, how can I effectively make this domain switch to hit the ground running fast?

What’s the most effective way to switch domains in tech?

Entry-Level Software Engineer [L3] at Google

I see engineers like Alex and Rahul, and they have had many accomplishments with pretty fast trajectories leveling up. I'm wondering if there's a primary common theme among software engineers like that - What are they doing that others aren't?

What's the core insight behind quick growth?

Forward Deployed Software Engineer at Palantir

Some additional questions:
1. Does it vary between big companies and small companies?
2. Do you need to work a lot to be a high performer?

What's the difference between a low performer software engineer and a high performer?

Entry-Level Software Engineer [SE1] at Booking.com

Crux is when you’re learning and digging deeper technically. How do you approach taking ownership and growing your impact on not just the project but across the team and larger axis?

My goal is to level up to Staff someday, and I feel like I've gotten a lot of very high-level advice and examples that are hard to directly apply. What are some detailed examples of Staff level projects, and what about the execution/behaviors made them Staff?

I would like to get more clarity on what a Staff-level project and execution look like.

Alex and Rahul and the other senior people on Taro have consistently emphasized how important good software engineering fundamentals are to long-term career success as a software engineer. This is in contrast to learning the latest popular framework or area of development. Can people define what those fundamentals are and how one should go about acquiring/improving them? 

Thanks!

What are software engineering fundamentals?

Mid-Level Software Engineer [SDE 2] at Amazon

I have been at SDE 2 for a couple years now, and I feel like getting to SDE 3 is unnecessarily complicated. I've gone through multiple teams, and the recurring theme is that there isn't enough SDE 3 scope for me. You also need a **lot** of documentation (think 5+ pages) to show that you have the sufficient impact to deserve the promo, and that's really daunting as well. Any tips on how I can find that SDE 3 scope and navigate this senior promotion in general?

How to navigate the difficult SDE 2 to SDE 3 promotion?

Hi everyone!
I will join Palantir as a Forward Deployed Software Engineer(FDSE). I need advice on tackling the first 2-3 months at the company to gain team respect and trust. I am excited about this opportunity and want to grow but do it efficiently, if that is even a thing😅.
Jokes aside, All I want is to have a great career at Palantir.

YOE: over 2.5years(including just over 1year of internship).

Stack Experience: Ruby on Rails, Python, some Java

Current Work: Backend Engineer. Building and maintaining APIs

Advice for someone joining big tech from a non big tech background?

I'm sure Alex and Rahul talk about this in their [Masterclass "How To Write Better Code Faster as a Software Engineer"](https://www.jointaro.com/lesson/iYpRj8XfyzCSaTYnce3y/how-to-write-better-code-faster-as-a-software-engineer-11192022/), but wondering how to write clean code, particularly in the context of someone who doesn't have technical people available to review my pull requests in my work or in side-projects.

I'm sure this skill is almost entirely developed by working with talented people and writing a lot of code, but is there a place for resources like "Clean Code" the book or courses on Udemy?

How to Learn/Practice Clean Code, particularly by oneself?

Across my career, I've felt bad about my skills sometimes because I'll have teammates, who are also at my level, doing as much as 2x more than me. This has led to me feeling like an imposter many times - Any thoughts on how to process all this?

I've felt imposter syndrome from seeing super talented peers - How do I deal with this?

Entry-Level Software Engineer at Series B Startup

What can I do to get on the radar of senior engineers within the company and build respect for me overall? My company is also relatively small, so I'm fairly close with the CTO as well.

What can I do to quickly build my reputation as a junior engineer?

Entry-Level Software Engineer [E3] at Meta

In particular, I'm having trouble figuring out really complex bugs. For example, on my current project, we're auditing a lot of the existing feature set to see what issues they have so we can fix them as we revamp them. I'm happy to find lots of issues, but I have no idea how to fix them, even after finding a code pointer.

I talked with a senior engineer on my team for help, and they were able to get more color on the situation. However, they mainly were able to do this as they have been in the org for a while and knew who to go to for what: I can't replicate that deep knowledge they have as I'm fairly new to the company. How can I create a systemic process I can follow to figure out these situations?

How can I become more independent and better at unblocking myself with tricky technical issues?

Senior Salesforce Engineer at Series B Startup

My goal is to become extremely efficient at coding. I want to build a reputation as someone who is able to deliver tons of high-quality implementation and products very quickly. I want to build actual velocity where the actual rate of code per hour/day is really high as opposed to just being able to accomplish more from working extra hours.

What tactics can I use to level myself up in this way so that my old coding abilities feel unrecognizable when looking back 3-6 months in the future from my vast amount of improvement?

Entry-Level Software Engineer [SDE 1] at Amazon

Amazon is well-known for its design doc reviews, which appear to be small-scale system design reviews. However, I'm having trouble understanding them, let alone recommending modifications.

I'm aware of Alex Xu's Byte by Byte go course, but I'm skeptical using it as it's specifically for interview preparation. I want to learn for the workplace. I can definitely look at blog posts and current design documentation, but I'd prefer something more structured. How can a novice learn system design and grow to the advanced/intermediate level? What books or resources would you suggest?

What are the best resources to learn system design in a structured way?

Entry-Level Software Engineer at Credit Karma

I have recently been laid-off, I was working as a Frontend developer for almost two years. I have prepared my resume and started applying for roles but I have not been in touch with the interview scene in a while. Should I just grind Leetcode?

How to prepare for interviews after layoff?

After a certain experience there's a certain expectation from Senior Software Engineers, I think because in the beginning of my career I wasn't involved in Development and hence despite being of experience 10 years I think I may not have the design skills required to work independently on a feature.

That said, I am going through LLD questions on YouTube, to understand more about designing from scratch, while I am doing I thought if there's a way to get me upto speed even more. The reason I am asking is because apart from doing Leetcode daily I would like to spend some time daily on design aspect as well.

In summary, I want to work independently, and for that am learning from the internet. I am wondering if that's it or there's something more I can do in my free time to become better developer. Any actionable items would be great.

How to upskill effectively, especially with the software design aspect?

An XFN stakeholder came up with a last minute requirement for a big project I'm working on, which will probably slow down the launch by at least a couple days. I already made promises to other XFN about the launch date.

What's the best way to mitigate the heat on failing to launch on time and zooming out, how do I deal with last minute launch blockers in general?

Got hit with a last minute requirement on my project - How do I minimize the thrashy impact it has?

What sorts of reasons make people leave big tech? I recently received an offer from a tech start-up is super interested in my candidacy and they're moving what they can to try to match compensation. The move includes a promotion. It also seems like I'd have access to career growth and learning due to people there wanting to work with me to help me succeed.

However, no matter what they do, they won't be able to match the compensation I'd receive within a few years, assuming I grow into a senior engineer role and stay at a big tech company. I see driven, career-focused individuals moving out of FAANG-like companies to start-ups and non-FAANG companies, so I'm curious: what drives people to do so? When is this the right career move?

When does it make sense to leave big tech?

As a mid-level (not senior yet) SDE, what are the core skills I should be consistently developing to grow my career, not only for promotion within the company, but also for personal growth, and to get ready for diverse opportunities years ahead?

I know we have covered lots of topics, like DS & Algo for interviews in case you suddenly get laid off and you are looking for opportunities, communicate well with colleagues to make impact, and manage up to avoid getting into PIP, System Design skills.... But is there a list of Soft AND Hard skills that are core to a engineer's career in long term?

What are the Core skills a SDE should be consistently developing?

Questions