Hey everyone! I bring you my development journey on what I have discovered, accomplishments for this month, and the goals for next month!
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Heyyy! Hope you're doing better now Francis!

Thank you for the mention and keep stacking those awesome monthly wins🖖 You're doing great, keep moving forward!!
Thanks Aryan and thanks for checking up on me! Feeling a lot better now :D
That's honestly great to hear.
Don't worry. I am not going anywhere if you are concern :D
Four legends in one frame 🔥
Pretty solid month. Glad the mood is better now! I'd still say a good idea would be for you to start a side-project, just something for yourself, even if it's a meme selector that preps it for you to post, or place in your post? Think that would save you hours in a month 😂
Thanks! Not a bad idea, though I want to focus on speaking well in interviews more. We shall see but thanks for the suggestion :D
Always a good thing to focus on. Being in-charge in an interview is a worthwhile skill, because it makes it clear they need YOU, not just a generic role filler. There's a fine line between being cocky and blowing their minds 😂
Btw, did you try the game out yet?
The one you pinged me? Not yet. Will eventually.
Yeah that 1 😂 Dementia mode, but in a way that explains how LLMs hallucinate and how cache works
good format for this. the classifier extension is interesting - detecting AI content is a harder problem than it looks from the outside, especially once people start intentionally evading it.
Thanks Mykola! For the classifier, the goal is to be used on dev.to specifically and train on dev.to specifically without relying on LLMs or other AI models in particular. My theory is that if it is more scoped, it will be more accurate and future proof since the detector adapts to the community style of writing. It will be difficult for sure, but I believe we can get there.
the scoped-to-community approach makes sense - general detectors fail on niche writing styles constantly. the part i'd watch is distribution shift as the platform's norms drift. curious what retraining looks like for this.
It would be more manual approach and yes, it's inefficient for now. The plan is having another Chrome Extension where it's goal is to extract data and store it in some database. Then, updating the dataset in the main project.
the extension-as-pipeline is a solid move. manual labeling will probably be the slow part, but that's also where the community-specific signal gets most precise.
Hey Francis, I just checked out "4 Proven Ways To Get Ahead of 99% of Programmers (2026)" from your monthly report, and it actually helped. Thanks for sharing it!
Looking forward to next month's report too 😀
Thanks Hemapriya! Glad it was useful! Stay tuned for more :D
That's a productive month! 🎉
Open-source contributions, AI experimentation, portfolio improvements, and continuous learning through LeetCode are all moving you in the right direction. Looking forward to seeing what you accomplish in July. 🚀
How to get into open source contributions?
Hey KV. For me, I would suggest on choosing a repository on GitHub that is a right fit for you based on interests and tech stack preferably. The hardest part is setting up the local environment, but after that, it should be easier to get into it. Hope this helps!
Thanks Anik! Look forward to it :D
Wow!
I was thinking about sharing my learning journey, and I had nooooo idea how to do it!
What you're doing is AMAZING!
I hope one day I can do something similar (not as cool as yours, but hopefully just something to share) 🥲
Currently I simply don't have the courage to do it!
Hey Hiva! Thanks for the comment and appreciate the support! I believe people on DEV would appreciate what you post. I wouldn't worry too much about what other people thinks since everyone is really nice here! I encourage you to post if anything. We would love to see what you share on DEV!
great work
Thanks Akash! :D
Good moonth,June.😍
Good month June has been!
lol that's better than most of us 😂 and for july i advise u sit back and chillax u did so much u need a vacation cuz its summer
Hey Khalid! Appreciate it! It is Summer, but never stops the grind!
You look cute while sleeping!!!!
Thanks! This profile picture was hard to find since there isn't an exact name lol
Hi Francis Really hope you're feeling lighter now thanks for sharing this monthly report. 🙏
Thanks Harsh and appreciate the check in. Doing much better! I am planning on doing more commenting than posting to see if that changes anything as well!
Look forward to seeing me and my guy Sloan more often if anything lol
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