How to rate your technical skills in this age of AI

Codes in here to stay. Tools such as the indicator, V0, and most attractive reduced into access – dashboards, pipes, or applications now can be made in half.
I use these tools every day, and they definitely do it immediately. But as a Codebase becomes more complicated, the Rearawooffs are clear: Cryptic bugs, disabled logic, and hours lost the error code I realized.
AI Tools are good – especially for beginners – but they have come with peace costs. When you allow AI to carry a burden, a few chances you should bring about your environment from the fight against complexity.
Yes, AI will speed up your work travel, but will skip the established steps where technology is available.
“Vibe Coding” – faster combined together with small planning – good for Demos or exams. But in the deepest growth of technology or material that has a purpose that has meaning, the vibe codes are not enough. This sells the Reddit Post summarizes: LEFT is not limited, vibe codes cause additional problems rather than solve it.
In this clip, I will show you how you can use AI tools more wisely – and why contracting the open source can be more technical for your technical skills.
My vibe's experiences with cit in the direction
As many advances, I change from the VS code (with Gimb Copilot) to the cursor and I currently have registered the Prosor's Pro application ($ 20 / month).
A factor that I rely on most AI united conversation of AI, which allows me to join myself exactly entire Code code. Its agent can speed up the grape through multiple files and hold pictures – very useful when you roam large, unusual reposes. It also sees Lind Feelings and Auto-repaired while plans directly.
At first, the cursor increases my product, especially simple tasks. It sounded stronger, as much as magical. But as things had problems, I saw some cracks. The cursor sometimes will generate the spaghetti code, combine the same files named for all indicators, and occasionally strive to follow a strange flow.
Vibe codes can get you thousands of codes in minutes – but without a strong mind model of what you build, you risk the combined systems, with many intentions.
The cursor does good work and reduce the search space when preparing the error. But to allow to make unstoppable organizes introduce more bugs than solve.
Besides common advice in writing “to write better motives,” one strategy I have received especially tells the cursor that we can plan direct planning. (I am surprised herly for this!)
Instead, I clearly ask you to raise the changes first in the interview interface. Then, I would review each proposal, determine what formatted arrangements were made, and I used the selection – either manually or with a direction. Unlike Chatgpt, the largest awareness of the content of the Code code and the ability to compile long files (more than 5k code lines) by processing them in portable groups.
Contributing to an open source
So, how do you get in technical strength? Two ways are outstanding: Side projects and source open contributions.
Sadroned projects are good by examining new technology or falls in the depths of your preferred or curious. Asking how ai agents works or wants to know about MCP? Creating a simple weekend project teaches you more than teaching hours or documents. Due to Open-Source, tools and resources are readily available, to reduce everyone's play field.
But Solo projects are reduced. It is easy to lose the motivation – many many sides of my side projects never see the light of the day.
Also, you can find yourself in the echo room: Your code is valid, but you are not sure that you follow the best ways or industrial levels. If you are young in your work and you don't have to be furnished, how do you know if there are even the right track?
This is when the open source is filling the gap. Open source projects are not only coded wizards; Everyone's. Library libraries such as Pandas, matplotlib, telensorflow, and keras are very dependent on social involvement.
Why Are You Afraid to Offer?
Open source lets you make the actual impact that thousands of developers are – not just toy projects no one sees. You will have the ability to control the version (hello, gitur!), Write your skills to wander the complex Code codes, take the best practices, and create a network of people if it is important.
There are work benefits too. It will add your portfolio and your product, and you will do quickly as you join new groups.
But, provide participation for the right reasons. If only your motive gets work, don't give! Open source is not a tip ticket – you need real interest and commitment. It shows that you are interested in building, and starting many of the first source projects, that is how they find their first employees.
To select an open source project that cares
Starting may seem painful. Many popular reposes have a large codebase, outdated documents, or hundreds of unclear affairs. So how do you choose?
First, select the project you are truly care. This may sound obvious, but it is important – and more.
Choose something you Really use, either at work or on the side project. The jumping into an unknown project with unusual technology is just a lot, and you will lose immediate motive.
Personally, I'm the user and the greatest Posthog fan – a product of analyzing the developer of developers – so I started to contribute there. Their documents were perfect and well organized, which made it a good start. (And no, they didn't pay for me!)
What is contributing?
There is a ton of things you can do. Here is the way I get helpful.
- Find the feature you need or improve something you use.
To reduce the contributions to see genuine concern to provide clarity and promotion. The best code comes from resolving problems you face. - Set your local environment.
The project is a project, including your area, and edit it. Understand when logs are also and how you can test changes. Find to hold on a basic project structure and coding style. - Start a little and learn about doing
Many references for initial repos tag (such as “Good-Order Order”). Choose these to start. Understand and re-repay the bug; Don't hesitate to comment when you are trapped. When you open a PR, make sure your changes are through all writing and testing.
Learning to navigate the code is important. You don't need to read the rest of the line – that is impossible. After holding a high-quality building, die inside. Begin a little bit to relax in order, shipment and PROV. Write a clear message to make messages and PRO. Look at the combined pre-combined pre-covered pre-identifying examples or discerning conversations.
Rolling up
Contributing to an open source requires patience – popular repos are large, and learning takes time. Being a fixed, important service takes at least for at least months, so don't give up with the first obstacles. If your PR is rejected or sticking to a deceptive bug, that is completely normal – the whole part of the learning process.
If you are new to the source and want to chat, feel free to connect. While I have no technical information here (Google's speedy or chatgpt searching for you there), I hope this gives you a huge idea to get started. Open source has repented to me – and I hope that it will find you.
See you in the following article 🙂