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AI-Driven Software Engineer

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AI-Driven Software Engineer

  • Resume
  • About Me 👋

July 2026

Why Your LLM Pipeline Isn’t a Feature — It’s Technical Debt

Why Your LLM Pipeline Isn’t a Feature — It’s Technical Debt

July 31, 20266 mins0
Most LLM integrations are technical debt masquerading as features. Learn why LLM systems demand different architecture—and how…
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imoyanocontinue Reading..
The Cache Everything Trap: Why Smart Engineers Cache the Wrong Things with AI

The Cache Everything Trap: Why Smart Engineers Cache the Wrong Things with AI

July 24, 20265 mins0
The Cache Everything Trap: Why Smart Engineers Cache the Wrong Things with AI The bold truth: Your…
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imoyanocontinue Reading..
The Cache Everything Trap: Why Smart Engineers Cache the Wrong Things with AI

The Cache Everything Trap: Why Smart Engineers Cache the Wrong Things with AI

July 24, 20265 mins0
The Cache Everything Trap: Why Smart Engineers Cache the Wrong Things with AI The bold truth: Your…
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imoyanocontinue Reading..
Why Your AI-Augmented Codebase Is Slower Than You Think: The Hidden Tax of AI Coding

Why Your AI-Augmented Codebase Is Slower Than You Think: The Hidden Tax of AI Coding

July 17, 20266 mins0
Everyone’s shipping AI-generated code like it’s going out of style. Your team uses GitHub Copilot. Your product…
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imoyanocontinue Reading..
Why Your AI Stack is Secretly Making You Slower: Backend Engineering in the LLM Era

Why Your AI Stack is Secretly Making You Slower: Backend Engineering in the LLM Era

July 10, 20266 mins0
Every day, I watch engineers bolt GenAI tooling onto their architectures like chrome trim on a 1970s…
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imoyanocontinue Reading..
AI-Assisted Code Review at Scale: The Engineer’s Honest Take

AI-Assisted Code Review at Scale: The Engineer’s Honest Take

July 3, 20266 mins0
AI code review works when you stop treating it as a replacement for human judgment. Here's what…
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imoyanocontinue Reading..
AI-Assisted Code Review at Scale: The Engineer’s Honest Take

AI-Assisted Code Review at Scale: The Engineer’s Honest Take

July 3, 20266 mins0
AI code review works when you stop treating it as a replacement for human judgment. Here's what…
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imoyanocontinue Reading..

Recent Posts

  • Why Your AI Observability Strategy is Failing (And How to Fix It)
  • Why Your AI Integrations Are Slower Than They Need to Be: A Backend Engineer’s Real-World Optimization Guide
  • Why Your Backend Needs AI Right Now — And It’s Not What You Think
  • Why Your AI-First Architecture Won’t Save You If You Still Code Like It’s 2010
  • Stop Fighting AI: How Smart Developers Are Redefining Backend Engineering

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Categories

  • AI for Developers
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  • Backend Engineering
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You May Have Missed
  • Interview Preparation
  • System Design

âš¡ Event-Driven Architecture: The Most Important Concept in Modern Backend Development

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AI-Assisted Code Review at Scale: The Engineer’s Honest Take

  • AI for Developers
  • Backend Engineering

Why Your AI Integrations Are Slower Than They Need to Be: A Backend Engineer’s Real-World Optimization Guide

AI-Driven Software Engineer

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