6/6
Stop framing discipline as suffering.
Every prayer, workout, or study session is a *love letter* to the person youโre becoming.
Delayed gratification = future you, unwrapping gifts.
1/6
Delayed gratification isnโt a priceโitโs a gift.
When you commit to a morning routine, those โhardโ habits? Theyโre gifts to your future self.
5/6
Studying for hours?
Youโre gifting your future self:
- Knowledge: (to earn and thrive),
- Opportunity: (to afford needs and care for loved ones).
Wisdom compoundsโinvest early.
Big Archive for System Design โ 2024 Edition (Completely Free) is now available.
The PDF contains ๐๐๐ of our technical posts with diagrams published in 2024.
The download link is in the sub-tweet.
What is MCP?
Why is everyone talking about it?
Letโs take a closer look.
Model Context Protocol (MCP) is a new system introduced by Anthropic to make AI models more powerful.
Top 10 Database Scaling Techniques You Should Know:
1. ๐๐ง๐๐๐ฑ๐ข๐ง๐ : Create indexes on frequently queried columns to speed up data retrieval.
2. ๐๐๐ซ๐ญ๐ข๐๐๐ฅ ๐๐๐๐ฅ๐ข๐ง๐ : Upgrade your database server by adding more CPU, RAM, or storage to handle increased load.
3. ๐๐๐๐ก๐ข๐ง๐ : Store frequently accessed data in-memory (e.g., Redis, Memcached) to reduce database load and improve response time.
4. ๐๐ก๐๐ซ๐๐ข๐ง๐ : Distribute data across multiple servers by splitting the database into smaller, independent shards, allowing for horizontal scaling and improved performance.
5. ๐๐๐ฉ๐ฅ๐ข๐๐๐ญ๐ข๐จ๐ง: Create multiple copies (replicas) of the database across different servers, enabling read queries to be distributed across replicas and improving availability.
6. ๐๐ฎ๐๐ซ๐ฒ ๐๐ฉ๐ญ๐ข๐ฆ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Fine-tune SQL queries, eliminate expensive operations, and leverage indexes effectively to improve execution speed and reduce database load.
7. ๐๐จ๐ง๐ง๐๐๐ญ๐ข๐จ๐ง ๐๐จ๐จ๐ฅ๐ข๐ง๐ : Reduce the overhead of opening/closing database connections by reusing existing ones, improving performance under heavy traffic.
8. ๐๐๐ซ๐ญ๐ข๐๐๐ฅ ๐๐๐ซ๐ญ๐ข๐ญ๐ข๐จ๐ง๐ข๐ง๐ : Split large tables into smaller, more manageable parts (partitions), each containing a subset of the columns from the original table.
9. ๐๐๐ง๐จ๐ซ๐ฆ๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Store data in a redundant but structured format to minimize complex joins and speed up read-heavy workloads.
10. ๐๐๐ญ๐๐ซ๐ข๐๐ฅ๐ข๐ณ๐๐ ๐๐ข๐๐ฐ๐ฌ: Pre-compute and store results of complex queries as separate tables to avoid expensive recalculation, reducing database load and improving response times.
โป๏ธ Repost to help others in your network.
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Phishing scams are sneaky. They try to trick you into giving away sensitive info. But donโt worry, you can outsmart them. By following these tips, you can protect yourself from phishing scams. Remember, itโs always better to be safe than sorry.
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Ever wondered how to begin your career as a developer, worry no more.
Here are seven steps to get you started on your journey.
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