Forwarded from The Opcode
Sharing something I think every developer should know about.
This is how Chrome, Firefox, and Linux kernel find bugs. Not by
reading code. By breaking it repeatedly.
Fuzzing is feeding random input to a program until it crashes.๏ปฟ
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.
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 ๐
TSE is a telegram crawler you can build other projects on top of.
Out of the box it comes with:
โ 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
โ AI analysis โ a local LLM classifies every channel, writes a summary, no API keys.
โ Real search โ typo-tolerant, relevance-ranked search (Meilisearch)
โ Quality scoring โ channels ranked by activity, content quality, network influence (PageRank) & freshness
โ Community graph โ an interactive, Obsidian-style map of how channels reference each other.
๐ณ 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
TSE is a telegram crawler you can build other projects on top of.
Out of the box it comes with:
โ 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
โ AI analysis โ a local LLM classifies every channel, writes a summary, no API keys.
โ Real search โ typo-tolerant, relevance-ranked search (Meilisearch)
โ Quality scoring โ channels ranked by activity, content quality, network influence (PageRank) & freshness
โ Community graph โ an interactive, Obsidian-style map of how channels reference each other.
๐ณ 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
..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
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
"แตแซ แจแแณ แ แแแฎ แจแฐแญแฃแ workshop แแ"
--a banner i remember from my elementary school
--a banner i remember from my elementary school
โค4
It's a privilege to have access to all these resources, write a line of code, and eventually see it solve a real problem
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 แฅแแฅ. Please make sure to check it out.
#community
@byte_philosopher
#community
@byte_philosopher
โค2
The Opcode
Good morning guys
This is hilarious ๐ and true at the same time ๐ ๐คฃ
Anyway, good morning folks ๐ ๐
#MorningBuzz
Anyway, good morning folks ๐ ๐
#MorningBuzz
๐คฃ1
Forwarded from The Opcode
Linkedin
Alphabet Programming Language | LinkedIn
Alphabet Programming Language | Code in your Language. Think in every Language | Alphabet is a compiled programming language that lets you write code in your native language - English, Amharic, Spanish, French, or German. Built with a C++ bytecode VM, 87โฆ
โค3
Forwarded from Tech Nerd (yeab)
YouTube
How to Start a Business in Ethiopia (Step by Step PLC Registration Guide)
Want to start a PLC company in Ethiopia but donโt know where to begin?
In this video, we walk through the step-by-step process of starting and registering a Private Limited Company (PLC) in Addis Ababa and Ethiopia, from choosing a company name to obtainingโฆ
In this video, we walk through the step-by-step process of starting and registering a Private Limited Company (PLC) in Addis Ababa and Ethiopia, from choosing a company name to obtainingโฆ
Forwarded from Crisp Labs
This media is not supported in your browser
VIEW IN TELEGRAM
Wakeup, babe, Figma just dropped Motion design. ๐ฎโ๐จ
Finally, I don't have to open After Effects for UI animations. The stove is ready watchme cooking ๐
@CrispLabs
Finally, I don't have to open After Effects for UI animations. The stove is ready watchme cooking ๐
@CrispLabs
๐ฅ3
Forwarded from CodeCrafted | Web Development & Cyber Security From Scratch
๐จ Looking for the Best Resources for Front End Design? โค๏ธ
๐ Color Sites:
1. colorhunt.co
2. klart.io
3. color.adobe.com
4. webkul.github.io
5. pigment.shapefactory.co
๐ป Sites To Download Fonts:
1. dafont.com
2. 1001fonts.com
3. fontsquirrel.com
4. fontfreak.com/fonts-new.htm
๐ผ Sites To Download Vector Logos:
1. seeklogo.com
2. logovector.net
3. logotypes101.com
4. logos-vector.com
๐ต Sites To Download Icons:
1. flaticon.com
2. freeicons.io
3. iconstore.co
4. iconfinder.com
5. digitalnomadicons.com
6. iconstore.co
๐ Brushes Download Sites:
1. brushking.eu
2. brusheezy.com/brushes
3. myphotoshopbrushes.com
4. fbrushes.com
5. gfxfever.com
๐ Sites To Download Files:
1. freepik.com
2. all-free-download.com
3. vecteezy.com
4. freeimages.com
๐ธ Sites To Download Mockups:
1. mockupsforfree.com
2. mockupworld.co
3. graphicburger.com
4. zippypixels.com
โจ Inspiration Sites:
1. inspirationde.com
2. designspiration.net
3. pinterest.com
4. dribbble.com
๐ฅ Video Sites:
1. mixkit.co
2. coverr.co
3. motionplaces.com
4. videezy.com
๐ผ Photo Sites Without Background:
1. cleanpng.com
2. pngimg.com
3. footyrenders.com
4. pngtree.com
๐ท 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
๐ Color Sites:
1. colorhunt.co
2. klart.io
3. color.adobe.com
4. webkul.github.io
5. pigment.shapefactory.co
๐ป Sites To Download Fonts:
1. dafont.com
2. 1001fonts.com
3. fontsquirrel.com
4. fontfreak.com/fonts-new.htm
๐ผ Sites To Download Vector Logos:
1. seeklogo.com
2. logovector.net
3. logotypes101.com
4. logos-vector.com
๐ต Sites To Download Icons:
1. flaticon.com
2. freeicons.io
3. iconstore.co
4. iconfinder.com
5. digitalnomadicons.com
6. iconstore.co
๐ Brushes Download Sites:
1. brushking.eu
2. brusheezy.com/brushes
3. myphotoshopbrushes.com
4. fbrushes.com
5. gfxfever.com
๐ Sites To Download Files:
1. freepik.com
2. all-free-download.com
3. vecteezy.com
4. freeimages.com
๐ธ Sites To Download Mockups:
1. mockupsforfree.com
2. mockupworld.co
3. graphicburger.com
4. zippypixels.com
โจ Inspiration Sites:
1. inspirationde.com
2. designspiration.net
3. pinterest.com
4. dribbble.com
๐ฅ Video Sites:
1. mixkit.co
2. coverr.co
3. motionplaces.com
4. videezy.com
๐ผ Photo Sites Without Background:
1. cleanpng.com
2. pngimg.com
3. footyrenders.com
4. pngtree.com
๐ท 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
๐2
I usually don't say good night since almost all devs burn the midnight oil.
But for those who sleep early ๐ด 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 ๐.
#NightBuzz
But for those who sleep early ๐ด 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 ๐.
#NightBuzz
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