Forwarded from kin
Introducing ExyRead – your all in one AI powered reading companion
After months of building, I’m excited to share that 90% of the core features are now complete!
ExyRead is designed to support students and anyone who wants to make their reading and studying smarter and easier.
Key Features:
AI Chat – ask questions, get instant support
One-click PDF summaries – save time, grasp key points faster
Note-taking – write down ideas while studying
AI note summaries – turn long notes into short takeaways
Instant explanations – highlight text and get AI-powered clarity
Progress tracking – stay motivated as you read
Smart organization – create folders to manage files easily
Study reminders – never miss your next session
Your feedback will play a big role in shaping the future of the app.
💡 Be one of the first to try it here.
#my_project
@kintechno
After months of building, I’m excited to share that 90% of the core features are now complete!
ExyRead is designed to support students and anyone who wants to make their reading and studying smarter and easier.
Key Features:
AI Chat – ask questions, get instant support
One-click PDF summaries – save time, grasp key points faster
Note-taking – write down ideas while studying
AI note summaries – turn long notes into short takeaways
Instant explanations – highlight text and get AI-powered clarity
Progress tracking – stay motivated as you read
Smart organization – create folders to manage files easily
Study reminders – never miss your next session
Your feedback will play a big role in shaping the future of the app.
💡 Be one of the first to try it here.
#my_project
@kintechno
👍5🔥3👏2
Forwarded from Orthodox Spirituality
“Let us acquire reverence, dignity, and meekness towards all people, as well as precise knowledge of them. so that we may be able to avoid familiarity, which is the mother of all evils.”
+Abba Moses
+Abba Moses
❤5
#August_27_28_29_LeetCode_Grind
HashMaps (Python dict) Recap
A HashMap stores data in key–value pairs for super-fast access ⚡.
Think of it like a dictionary 📖: words = keys, meanings = values.
✅ Key Features:
Fast lookups, inserts, deletes → O(1) average
Keys are unique
Perfect for counting, mapping & caching
🔥 Use Cases:
✔️ Word frequency counters
✔️ Caching results
✔️ Graph adjacency lists
@byte_philosopher
HashMaps (Python dict) Recap
A HashMap stores data in key–value pairs for super-fast access ⚡.
Think of it like a dictionary 📖: words = keys, meanings = values.
✅ Key Features:
Fast lookups, inserts, deletes → O(1) average
Keys are unique
Perfect for counting, mapping & caching
hashmap = {"apple": 2, "banana": 5}
print(hashmap["apple"]) # 2
hashmap["banana"] = 10 # update
hashmap["grape"] = 7 # insert
del hashmap["apple"] # delete🔥 Use Cases:
✔️ Word frequency counters
✔️ Caching results
✔️ Graph adjacency lists
@byte_philosopher
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#August_30_LeetCode_Grid
📌 Graphs in DSA
A Graph = 🟢 Nodes (called vertices) + 🔗 Connections (called edges).
They’re everywhere — social networks, maps, recommendations, even computer networks!
Types of Graphs:
Directed vs Undirected ➡️ / ↔️
Weighted vs Unweighted ⚖️
Cyclic vs Acyclic 🔄 / 🚫
Ways to Store Graphs:
Adjacency List ✅ (efficient)
Adjacency Matrix 🔲 (easy but heavy)
Popular Graph Algorithms:
BFS (Breadth-First Search) 🔍 level by level
DFS (Depth-First Search) 🌊 go deep first
Dijkstra 🛣️ shortest path
Kruskal & Prim 🌐 minimum spanning tree
👉 Mastering graphs = mastering real-world problem solving.
@byte_philosopher
📌 Graphs in DSA
A Graph = 🟢 Nodes (called vertices) + 🔗 Connections (called edges).
They’re everywhere — social networks, maps, recommendations, even computer networks!
Types of Graphs:
Directed vs Undirected ➡️ / ↔️
Weighted vs Unweighted ⚖️
Cyclic vs Acyclic 🔄 / 🚫
Ways to Store Graphs:
Adjacency List ✅ (efficient)
Adjacency Matrix 🔲 (easy but heavy)
Popular Graph Algorithms:
BFS (Breadth-First Search) 🔍 level by level
DFS (Depth-First Search) 🌊 go deep first
Dijkstra 🛣️ shortest path
Kruskal & Prim 🌐 minimum spanning tree
👉 Mastering graphs = mastering real-world problem solving.
@byte_philosopher
👏4❤1🔥1🥰1
Forwarded from Unnoscripted Odyssey
Psalms 14:1
"The fool says in his heart, ‘There is no God.’"
2017 Reflections
2. I almost went insane...
https://telegra.ph/I-Almost-Went-Insane-08-31
"The fool says in his heart, ‘There is no God.’"
2017 Reflections
2. I almost went insane...
https://telegra.ph/I-Almost-Went-Insane-08-31
Telegraph
I Almost Went Insane...
I used to be very superstitious. I believed many occurrences were blessings or curses. For context, I was convinced that not going to church on Sunday would make the coming week bad. Like I wouldn’t be productive, my exams would be hard, I would lose something…
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#August_31_september_01_LeetCode_Grind
🚀 Dynamic Programming (DP) – The Brain of DSA 🧠
Dynamic Programming is one of the most powerful techniques in problem-solving. It’s all about breaking a complex problem into smaller overlapping subproblems, solving each subproblem once, and storing the results for reuse.
✨ Why DP matters?
Avoids repeated work ➝ makes algorithms efficient.
Solves problems that plain recursion or brute force cannot handle in time.
Forms the backbone of advanced algorithms in AI, bioinformatics, and optimization.
📌 Key Ideas in DP:
1. Overlapping Subproblems → Solve once, reuse results.
2. Optimal Substructure → The solution to a problem depends on solutions to smaller subproblems.
3. Memoization (Top-Down) → Store results of recursive calls.
4. Tabulation (Bottom-Up) → Build a table iteratively to reach the final answer.
⚡ Classic DP Problems:
Fibonacci Numbers 🔢
Longest Common Subsequence
Unique Paths in a Grid 🤖
Knapsack Problem 🎒
👉 Mastering DP = unlocking the ability to solve the toughest algorithmic problems efficiently.
💡 Remember: Think recursive, optimize with memory.
#DSA #DynamicProgramming #Coding
@byte_philosopher
🚀 Dynamic Programming (DP) – The Brain of DSA 🧠
Dynamic Programming is one of the most powerful techniques in problem-solving. It’s all about breaking a complex problem into smaller overlapping subproblems, solving each subproblem once, and storing the results for reuse.
✨ Why DP matters?
Avoids repeated work ➝ makes algorithms efficient.
Solves problems that plain recursion or brute force cannot handle in time.
Forms the backbone of advanced algorithms in AI, bioinformatics, and optimization.
📌 Key Ideas in DP:
1. Overlapping Subproblems → Solve once, reuse results.
2. Optimal Substructure → The solution to a problem depends on solutions to smaller subproblems.
3. Memoization (Top-Down) → Store results of recursive calls.
4. Tabulation (Bottom-Up) → Build a table iteratively to reach the final answer.
⚡ Classic DP Problems:
Fibonacci Numbers 🔢
Longest Common Subsequence
Unique Paths in a Grid 🤖
Knapsack Problem 🎒
👉 Mastering DP = unlocking the ability to solve the toughest algorithmic problems efficiently.
💡 Remember: Think recursive, optimize with memory.
#DSA #DynamicProgramming #Coding
@byte_philosopher
🔥4❤2
🌿 August in BytePhilosopher 🌿
This month turned out better than I expected 🙌
✨ Stayed consistent for 20+ days on GitHub & LeetCode
✨ Finished the fundamentals of DSA (still a tough journey 😭)
✨ Started reading spiritual books for the first time
✨ Spent quality time with my family back home in Bahirdar
✨ Internship gave me the chance to meet many inspiring people
August wasn’t just a month — it was a season of personal & spiritual growth.
What I realized 👉 habit + consistency = real progress. Even though I failed in many goals, I’m grateful for every step forward. 💫
#Gratitude #Consistency #Growth
@byte_philosopher
This month turned out better than I expected 🙌
✨ Stayed consistent for 20+ days on GitHub & LeetCode
✨ Finished the fundamentals of DSA (still a tough journey 😭)
✨ Started reading spiritual books for the first time
✨ Spent quality time with my family back home in Bahirdar
✨ Internship gave me the chance to meet many inspiring people
August wasn’t just a month — it was a season of personal & spiritual growth.
What I realized 👉 habit + consistency = real progress. Even though I failed in many goals, I’m grateful for every step forward. 💫
#Gratitude #Consistency #Growth
@byte_philosopher
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Forwarded from Dev Notes
Bereket Engida for the 2025 JavaScriptLandia Awards
Bereket (@imbereket) is being nominated for Outstanding Contribution from a New Arrival for his impactful work on BetterAuth, which is making authentication simpler and helping many developers.
The community has already started nominating him. Let’s add our support.
📅 Nominations close Sept 19
🏆 Winners announced at JSConf 2025 (Oct 14–16, Maryland)
Nominate Bereket 👉 here.
Original: x post
Follow: DevNotes
Bereket (@imbereket) is being nominated for Outstanding Contribution from a New Arrival for his impactful work on BetterAuth, which is making authentication simpler and helping many developers.
The community has already started nominating him. Let’s add our support.
📅 Nominations close Sept 19
🏆 Winners announced at JSConf 2025 (Oct 14–16, Maryland)
Nominate Bereket 👉 here.
Original: x post
Follow: DevNotes
🔥4❤1
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Forwarded from DOT_RUTH
Media is too big
VIEW IN TELEGRAM
Hey you guys, I built a web app called Dotune to help you discover new artists and fresh tracks. It uses the Spotify API to access your saved songs and LastFM API to find similar tracks. Any new songs not already in your library are added to your recommendations, giving you fresh music to enjoy.
Sad news tho, Due to Spotify’s updated policy (as of May 15, 2025), the API now only supports Extended Quota mode for organizations, limiting individual accounts to 25 users in development mode. If you want to try it, fill out this form and get your playlist.
Access is first come, first serve, only the first 25 users will be able to have Dotune access their saved tracks and generate a playlist.
Sad news tho, Due to Spotify’s updated policy (as of May 15, 2025), the API now only supports Extended Quota mode for organizations, limiting individual accounts to 25 users in development mode. If you want to try it, fill out this form and get your playlist.
Access is first come, first serve, only the first 25 users will be able to have Dotune access their saved tracks and generate a playlist.
❤1