Top Tweets for #100daysoflearning
๐ Day 17 of #100DaysOfLearning
Today, I explored the fundamentals of LLMs!
What I learned:
โข Tokens & Tokenization
โข Embeddings
โข Neural Networks
โข Weights & Parameters
โข Context Windows
โข Maximum Output Tokens
โข How LLMs understand context and generate responses.
#LLM
๐๐ฎ๐ ๐ฐ๐ฐ/๐ญ๐ฌ๐ฌ
I used to focus on features working. Now, while building MMS, I ask: โWhat could go wrong?โ
Client input, plain-text passwords, missing authorization, weak validation, exposed data and tokens that never expire are risks worth checking.
#100DaysOfLearning

Day 40/100 ๐ท๐ง
No code, just a mental health reset.
Learning that consistency isn't about coding every day. It's about building a sustainable life alongside your goals.
Fellow devs, how do you reset when life gets overwhelming? โจ
#100DaysOfLearning #BuildInPublic

Day 39/100 ๐ค๐
Caught up on sleep, tackled household chores & spent some much-needed quality time with my husband. ๐กโจ
A reminder that building a life you love matters just as much as building software.
How do you spend your no-code days? ๐
#100DaysOfLearning #WorkLifeBalance

๐๐ฎ๐ ๐ฐ๐ฌ/๐ญ๐ฌ๐ฌ
Imagine a customer changing product prices or staff deleting admin records. Thatโs what happens when everyone has the same access.
RBAC separates permissions by role: user, staff, and admin. The backend must enforce them.
#100DaysOfLearning

Day 36/100 ๐๐
No coding, just recharging!
A day of reading for fun, resting & spending quality time with friends. โจ
Building in public also means embracing the days spent simply living.
What's your favourite way to unplug from tech? ๐ท
#100DaysOfLearning #BuildInPublic

๐๐ฎ๐ ๐ฏ๐ต/๐ญ๐ฌ๐ฌ
While studying my backend, I also started building the frontend.
We moved from an admin dashboard to a login page, then planned a separate public product page where visitors can browse without logging in.
It's still a work in progress
#100DaysOfLearning

๐๐ฎ๐ ๐ฏ๐ฒ/๐ญ๐ฌ๐ฌ
Why should tokens expire?
If a token is stolen, an expiry time helps limit how long it can be used.
In my MMS backend:
Access token: 1 hour
Refresh token: 7 days
it is not just granting access, also control how long that access lasts.
#100DaysOfLearning

....IDOR, authentication, XSS, SQL injection, business logic flaws, API security, and other common vulnerabilities.
The mission is clear: submit my first valid bug bounty report before the end of December. ๐ฏ
One step at a time. Consistency over perfection.
#100DaysOfLearning
๐๐ฎ๐ ๐ฏ๐ฑ/๐ญ๐ฌ๐ฌ
35 days of learning, building, debugging, and growing.
Today is for resting, reflecting, and recharging.
Consistency isn't about never resting. It's about showing up again.
#100DaysOfLearning #Rest #Consistency

๐๐ฎ๐ ๐ฏ๐ฐ/๐ญ๐ฌ๐ฌ
What happens when you click "Forgot Passwordโ?
Generate a secure token โ Hash it โ Store the hash โ Send the reset link โ Verify the token โ Change the password.
#100DaysOfLearning #Security #PasswordHash

๐๐ฎ๐ ๐ฏ๐ฏ/๐ญ๐ฌ๐ฌ
Hashing โ Encryption.
Encryption lets you recover the original data with the right key. Hashing is designed to be one-way.
Thatโs why my MMS uses bcrypt to hash passwords instead of storing them in plain text.
#100DaysOfLearning #BackendDevelopment

๐๐ฎ๐ ๐ฏ๐ฎ/๐ญ๐ฌ๐ฌ
What if my MMS database were exposed and every password was stored in plain text?
That's why I use bcrypt. it hashes passwords and makes guessing them more expensive. My current setup uses a cost factor of 12.
#100DaysOfLearning #CyberSecurity #CRUD
๐๐ฎ๐ ๐ฏ๐ญ/๐ญ๐ฌ๐ฌ
I moved toward a minimal JWT payload: { id, iat, exp }.
Why? User roles and details changes. Fetching the current user from the database helps my backend use up-to-date information instead of relying on stale token data
#100DaysOfLearning #BackendDevelopment

๐๐ฎ๐ ๐ฏ๐ฌ/๐ญ๐ฌ๐ฌ
An admin, staff member, and user can all log in successfully. But should they have the same permissions?
Authentication identifies the user. Authorization decides what they can do.
#100DaysOfLearning #BackendDevelopment #API #SoftwareEngineering

context using a quotation mark and inject malicious JavaScript.
Iโm learning to look beyond the obvious and understand how context affects XSS vulnerabilities. ๐
#100DaysOfLearning #CyberSecurity #XSS #BugBounty
Been MIA from my #100DaysOfLearning journey for 12 days, thanks to my research paper.
Finally done! Will share updates soon.
Tomorrow, back to coding and my Tech journey.
๐๐ฎ๐ ๐ฎ๐ด/๐ญ๐ฌ๐ฌ
A rest day after a week of exploring PostgreSQL, database performance, transactions, and backend reliability.
Sometimes, progress means pausing, reflecting and allowing what you've learned to settle.
We continue tomorrow
#100DaysOfLearning #DeveloperJourney

Day 25/100 ๐ง ๐
Today's learning: Context Engineering, RAG & Dynamic Filters from @roadmapsh.
Biggest takeaway?
It's not about giving LLMs MORE information, but the RIGHT information at the right time.๐ฉ๐ปโ๐ปโจ
#100DaysOfLearning #BuildInPublic

๐๐ฎ๐ ๐ฎ๐ณ/๐ญ๐ฌ๐ฌ
Instead of guessing why my query is slow, I can ask PostgreSQL.
EXPLAIN reveals the query execution plan, helping me investigate table scans, index usage, the work PostgreSQL expects to perform.
Understand before optimizing.
#100DaysOfLearning #PostgreSQL

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