Tech with Mak
@techNmak
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Senior Technology Specialist | AI, coding, software, and whatever’s on my mind.
India
Joined July 2024
Not all AI agents are created equal. Some just wrap a model. Others plan, adapt, and collaborate. Here are 8 levels of AI agents, from simple wrappers to fully adaptive systems. If you're building smarter automations or trying to understand agent architecture, this breakdown
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The most important skill in modern software engineering?. Learning to work with AI without losing your engineering judgment. AI is not a junior developer. It's a powerful tool with no understanding of consequences. The future belongs to engineers who can harness AI's speed
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You don’t really learn Git until you break something important. Essential Git commands -. 📌 Configuration & Setup.git config - Configure Git settings (username, email, preferences).git init - Initialize new Git repository.git clone - Create local copy of remote repository.git
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AI is creating a generation of developers who can use frameworks but can't build them. We're abstracting away the fundamentals that make good engineering judgment possible. Understanding how things work isn't just academic, it's what separates engineers from prompt engineers.
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More indexes ≠ better performance. Pro Tip ➺ Don't Index Everything. Why?.➟ Each index adds overhead for data modifications (inserts, updates, deletes). ➟ Focus on columns frequently used in WHERE, JOIN, ORDER BY or GROUP BY clauses. Database Index Types -. [1.] Clustered
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First you suffer it. Then you make others suffer it. Circle of tech.
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Friday Thought. In software development, a 'quick fix' is neither 'quick' nor a 'fix'. 😂. #SoftwareDevelopment.
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RT @techyoutbe: Meet Simular Pro: The AI that works your computer like a human, saving you 1,500 hours/year! . No coding, just natural lang….
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Give me 5 minutes, and I’ll explain isolation levels in databases. 📌 Isolation levels are a fundamental concept in database concurrency control. Some background -.◾ ACID is a set of properties that guarantee reliable database transactions. ◾ Though many databases claim to
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Code reviews shouldn’t feel like judgment day. We’ve all left (or received) comments that didn’t really help. @coderabbitai brings focus, context, and clarity, so every review moves code forward, not just checks a box. Give it a try yourself - 🐇
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The most asked interview question - 𝐖𝐡𝐚𝐭 𝐚𝐫𝐞 𝐒𝐨𝐥𝐢𝐝 𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞𝐬? . Early 2000s => Robert C. Martin (Uncle Bob) outlined the principles in his paper - 'Design Principles and Design Patterns'. (though they weren't yet known as SOLID). 2004 => Michael Feathers
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RT @Arindam_1729: Just built an Agentic Deep Researcher! 🔍. It does multi-step web research & writes reports:. → @scrapegraphai for live da….
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5 Gotchas in Microservices Architecture . 1./ Over-Microservicing (Too Many Small Services).➞ Creates excessive operational overhead and complex orchestration. ✔️ Only split services when there is a clear, justified need for separation. 2./ Poorly Defined Service Boundaries
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