Sambee ๐Ÿ
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Hey there! ๐Ÿ Itโ€™s Sambee ..sharing thoughts, coding moments, designs, lessons, struggles, random ideas, and everything in between through this developer journey.Some posts might be relatable, some chaotic, some inspiring Anyway..welcome to my Hive ๐Ÿค
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Forwarded from The Opcode
Sharing something I think every developer should know about.

Fuzzing is feeding random input to a program until it crashes.
Sounds dumb. It is the most effective bug-finding technique in existence.

Here is why it works better than code review:-

A human reads code top to bottom. A fuzzer tries millions of inputs in seconds. A human checks the happy path. A fuzzer tries empty strings, 10MB inputs, unicode, null bytes, negative numbers, nested6
structures.

Real example:- A C program with strcpy(). Looks fine. Code review says fine. Static analyzer says fine. Fuzzer tries a 500-byte string and crashes it in 0.3 seconds. Heap buffer overflow. The buffer was 256 bytes. Nobody checked the length before copying.

The best fuzzers are coverage-guided. They track which code paths have been executed and mutate inputs to reach new paths. Each new path is a new chance to find a crash.
๏ปฟ
This is how Chrome, Firefox, and Linux kernel find bugs. Not by
reading code. By breaking it repeatedly.
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Forwarded from Solo codes (Brook Solomon)
Introducing Telegram Search Engine ๐ŸŽ‰

TSE is a telegram crawler you can build other projects on top of.

Out of the box it comes with:

โœ… Channel discovery โ€” keyword "phone" and it will search using that or give it a seed channel -> link-graph crawling (follows mentions, forwards) that snowballs seeds into thousands of channels

โœ… AI analysis โ€” a local LLM classifies every channel, writes a summary, no API keys.

โœ… Real search โ€” typo-tolerant, relevance-ranked search (Meilisearch)

โœ… Quality scoring โ€” channels ranked by activity, content quality, network influence (PageRank) & freshness

โœ… Community graph โ€” an interactive, Obsidian-style map of how channels reference each other.

๐Ÿณ Self-hosted & open source โ€” one docker (Postgres + search + API + UI).

The live demo explores a frozen snapshot of tech-community channels as a proof of concept.
https://telegramsearchengine.dev/

explore and also drop a star : https://github.com/Brooksolomon/Telegram-Search-Engine
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one thing that i learned is keeping the idea in your mind and procrastinateing to get started is underrated worest thing
..because some devs out there might already started executing and have MVP already same idea same problem with yours....lastly when you see that person's work saying"that was my idea also " is useless .

If you believe enough in the idea you get to worth build ...START EXCUTING AS SOON POSSIBLE
#BeeReminder #BeeThoughts
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i did one thing that i have been fearing a lot ...my heart could be out of my mouth for real when i even think about it .....if it works out i will definitely share the whole thing :)

REMAINDER: always do what you fear that you know if you do it you might end up making it or it would work out.

#BeeReminder #BeeWins
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Forwarded from Yitu's Pixverse
"แˆตแˆซ แ‹จแˆแ‰ณ แŠ แ‹•แˆแˆฎ แ‹จแˆฐแ‹ญแŒฃแŠ• workshop แАแ‹"

--a banner i remember from my elementary school
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It's a privilege to have access to all these resources, write a line of code, and eventually see it solve a real problem
Let's build our green legacy, one commit at a time๐ŸŒฟ
#BeeReminder
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Forwarded from Bytephilosopher
EQUB MANAGER 3.4
equib_manager_v3.2.0.apk
I don't think no body is noticing what @atocodes is doing. It is really useful and applicable in Ethiopia context for our แŠฅแ‰แ‰ฅ. Please make sure to check it out.

#community
@byte_philosopher
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Forwarded from The Opcode
Good morning guys
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The Opcode
Good morning guys
This is hilarious ๐Ÿ˜‚ and true at the same time ๐Ÿ˜† ๐Ÿคฃ


Anyway, good morning folks ๐Ÿ’› ๐Ÿ˜Š

#MorningBuzz
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Forwarded from Crisp Labs
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VIEW IN TELEGRAM
Wakeup, babe, Figma just dropped Motion design. ๐Ÿ˜ฎโ€๐Ÿ’จ

Finally, I don't have to open After Effects for UI animations. The stove is ready watchme cooking ๐Ÿ˜ˆ

@CrispLabs
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๐ŸŽจ Looking for the Best Resources for Front End Design? โค๏ธ


๐ŸŒˆ Color Sites:
1. colorhunt.co
2. klart.io
3. color.adobe.com
4. webkul.github.io
5. pigment.shapefactory.co

๐Ÿ’ป Sites To Download Fonts:
1. dafont.com
2. 1001fonts.com
3. fontsquirrel.com
4. fontfreak.com/fonts-new.htm

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1. seeklogo.com
2. logovector.net
3. logotypes101.com
4. logos-vector.com

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1. flaticon.com
2. freeicons.io
3. iconstore.co
4. iconfinder.com
5. digitalnomadicons.com
6. iconstore.co

๐Ÿ–Œ Brushes Download Sites:
1. brushking.eu
2. brusheezy.com/brushes
3. myphotoshopbrushes.com
4. fbrushes.com
5. gfxfever.com

๐Ÿ“ Sites To Download Files:
1. freepik.com
2. all-free-download.com
3. vecteezy.com
4. freeimages.com

๐Ÿ“ธ Sites To Download Mockups:
1. mockupsforfree.com
2. mockupworld.co
3. graphicburger.com
4. zippypixels.com

โœจ Inspiration Sites:
1. inspirationde.com
2. designspiration.net
3. pinterest.com
4. dribbble.com

๐ŸŽฅ Video Sites:
1. mixkit.co
2. coverr.co
3. motionplaces.com
4. videezy.com

๐Ÿ–ผ Photo Sites Without Background:
1. cleanpng.com
2. pngimg.com
3. footyrenders.com
4. pngtree.com

๐Ÿ“ท Photo Sites:
1. unsplash.com
2. pexels.com
3. pixabay.com
4. stocksnap.io
5. burst.shopify.com.

Explore these Incredible Resources and take your Front End UI/UX Projects to the next level.

CodeCrafted
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I usually don't say good night since almost all devs burn the midnight oil.

But for those who sleep early ๐Ÿ˜ด have a wonderful sleep.

For those stay until last minute energy and burn the midnight oil..you got this folks ..don't ever think to give up okay ๐Ÿ˜Š.

#NightBuzz
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