Hi bnb,
I started programming around 20 years ago - self taught and experiencing the same problems as you in the early beginnings.
I made mistakes when I started
- jumping around between languages
- thinking I couldn't grasp something
- jumping from one tutorial to another, and another, and another
- I wish I started learning algorithms & data structures earlier
- I wish I took time to dive deep instead of rushing to getting something working
What was my breakthrough?
I got a job in social assistance - it was mostly sitting at a desk and distributing food supplies. This left me with most of the day unfilled with errands and a PC in front of me. I installed Perl on it and started learning, digging deep into every bit of the language.
- Learning how the interpreter works
- Reading the perldoc for every module I used, every function I called
- Writing small scripts to help with my then daily tasks
- Writing code every day, even for stupid one off tasks or things I wanted to try
Three months later I got my first job as a Perl programmer - mostly doing web interfaces, marketing mailers & web scrapers.
Having learned Perl to the level when the language itself wasn't getting in my way it was far easier to grasp additional concepts:
- programming paradigms
- algorithms & data structures
- abstraction
- documentation & good practices (version control, testing etc.)
This was a major stepping stone for me. Picking up any other programming language, framework was a breeze since then.
I worked at a corporation doing Oracle PL/SQL for seven years. I programmed in Ada, Ruby, Perl, Python & JavaScript professionally in long term employment. I did contract work for C, C++, Java. I played with Common Lisp, Scheme, Prolog, Erlang & Smalltalk (mostly when I was hospitalized for a long period of time) and now I'm working with a start-up I co-founded where I'm doing Python, Ruby, Javascript, C, Go and recently some Dart.
Don't let anyone tell you that you're limited in any way - most of all don't think it yourself. The only limitation is what you want to achieve.
Recently I got really interested in OpenBSD and would really want to be involved in OpenBSD development.
Here's how I'm tackling this specific problem now with hindsights to the mistakes I made when starting as a programmer.
1) Pick one project
This is OpenBSD in my case - should be a heavily developed framework, library, application in your case.
I ignore all the OpenBSD vs X articles, post whatever. I made my choice.
2) Follow it
Subscribe to the mailing lists, join the IRC channel - consume news & changes about the project.
Don't feel bad when you can't keep up! 20 emails per day? Try to read a few of them and leave the rest for later - just keep at it.
3) Follow the code
Take a look at each code change made to the project, try to understand it even if it's over your head.
4) Run it!
Changes were made? Pull them in, run them.
5) Poke around
Try introducing your own changes. Hit a bug? Try to trace it down as much as you can & fix it. If you can't fix it, report it upstream.
6) Make your own
You want it to do more? Add it, or at least give it a good try.
Don't know how? Still try! Even if you just end up breaking stuff you will learn!
7) Rinse & repeat
Until you feel confident enough to go in on your own - though you rarely are completely on your own. Don't be afraid to ask for guidance & help. Just remember that it's always nicer to show people that you tried on your own (and documenting that) before going public with a help request.
So this was a wall of text, hope it helps you at least a little bit :)
I mostly work from home on my own schedule so can devote a few hours spread out throughout the day. If you really want to learn and need a helping hand in the early steps or someone to bump ideas against feel free to catch me on freenode @ #hncode.