Dennis the menace @Thatawesomechap
Rts are not endorsement..Nothing to see here Everywhere Joined January 2010-
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Building a mobile game for 10M players. You need a real-time leaderboard for the top 10k. Your SELECT * FROM scores ORDER BY score DESC LIMIT 10000 query runs thousands of times/sec with 1M concurrents. Your DB CPU hits 100%, and the game lags for everyone. How do you design a…
If it’s real-time → WebSockets If it’s scale → Kafka If it’s simplicity → REST If it’s chaos → GraphQL If it’s AI → Python If it’s infra → Go If it’s logs → ElasticSearch If it’s low-latency → Redis If it’s high-availability → Postgres If it’s streaming → Flink
Quick question : You build a data pipeline. A fast "producer" service generates 10,000 events per second and puts them on a queue. A slower "consumer" service pulls them off to write to a database, but it can only handle 1,000 per second. At first, it's fine. But the queue…
I started building Opensource AI Agents and RAG Apps 8 months ago. It turned out to be the fastest way to learn AI engineering. If you want to start today, here’s a step-by-step roadmap:
Quick question : You need to add a new, required phone_number column to your users table, which has 500 million rows. You write a simple ALTER TABLE script. You run it during a "maintenance window." It locks the entire users table for 8 hours while it adds the new column to…
Google Agent Development Kit crash course covering structured output, tool calls, MCP, memory agents and multi-agent patterns. Learn AI Agent concepts with step-by-step code tutorials. 100% Opensource and free.
You're in a backend interview. They ask: "How would you secure sensitive data in your database while still making it searchable?" Here’s a clear, practical approach:
"Just fine-tune your embeddings" they said. "It'll fix your RAG system" they said. They were wrong. Here's what actually works: After working with countless retrieval systems, I've noticed a pattern: teams often jump straight to fine-tuning when their vector search…
"Teach Yourself Computer Science" is the best resource to learn CS. 2 weeks into vibe coding and non-technical people feel the pain. "I really wish I was technical. I just don't know how to proceed." It takes ~1000hrs across 9 topics to understand CS with any depth.
Think about it. You alone can build anything - like a video streaming website, using ffmpeg, running on Linux, in AWS EC2. That’s centuries of human work and research, accessible with a few clicks and keystrokes. If you say internet + coding isn't magic, you're insane.
you can literally build anything with react: - react-email - react-pdf - react-native - react-desktop - react-inc
SQL Execution Order 📘 #sql
Beware. Magas are trained up for the next civil war.
AI is about to kill Tableau and PowerBI. Every dashboard can now be created in seconds with these Free Agents:

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