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Charan Koppuravuri

Charan - Sharing battle-tested system design, Python optimizations, RAG patterns. Building scalable AI platforms at Gameopedia. Previously Staff Engineer at Druva.

Location Hyderabad, India Joined Joined on  Personal website https://charanpool.github.io/ github website

Education

JNTU Kakinada

Pronouns

He | His

Work

Project Technical Lead at Gameopedia

What are NPUs (Neural Processing Units) ? 🏎️🧠

What are NPUs (Neural Processing Units) ? 🏎️🧠

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3 min read

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Machine-to-Machine APIs: Designing for "Machine Customers" 🤖🤝

Machine-to-Machine APIs: Designing for "Machine Customers" 🤖🤝

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Why 2026 is the Hardest Year to Start a Career in Tech 🧗‍♂️

Why 2026 is the Hardest Year to Start a Career in Tech 🧗‍♂️

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3 min read
Local-First AI: How SLMs are Fixing the Latency Gap 💻✨

Local-First AI: How SLMs are Fixing the Latency Gap 💻✨

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2 min read
The Agentic Reality Check: Why 40% of AI Projects are failing in 2026 📉🩹

The Agentic Reality Check: Why 40% of AI Projects are failing in 2026 📉🩹

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3 min read
A Guide to building Advanced RAGs🏗️

A Guide to building Advanced RAGs🏗️

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3 min read
RAG Simplified: The "Open-Book Exam" Architecture 📚🧠

RAG Simplified: The "Open-Book Exam" Architecture 📚🧠

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3 min read
A Guide to building Advanced MCPs🏗️

A Guide to building Advanced MCPs🏗️

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2 min read
I started Saying No! And it feels like heaven ✨

I started Saying No! And it feels like heaven ✨

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🚀 Stop Distributed Reasoning: Why AI Agents Prefer Monoliths 🏛️⛓️

🚀 Stop Distributed Reasoning: Why AI Agents Prefer Monoliths 🏛️⛓️

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3 min read
🚀 Stop Paying the "Cloud Tax" — Why Your AI Should Run Locally ⚡🏎️

🚀 Stop Paying the "Cloud Tax" — Why Your AI Should Run Locally ⚡🏎️

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3 min read
🚀 The AI "Infrastructure Zoo" — Why I’m Putting My Stack on a Diet 🐘📉

🚀 The AI "Infrastructure Zoo" — Why I’m Putting My Stack on a Diet 🐘📉

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2 min read
🚀 Finding the Sweet Spot — When to Vibe and When to Design 🧠🏗️

🚀 Finding the Sweet Spot — When to Vibe and When to Design 🧠🏗️

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3 min read
🚀 The "AI Lab": Why You Need an Evaluation Rig, Not Just a Prompt 🧪🔬

🚀 The "AI Lab": Why You Need an Evaluation Rig, Not Just a Prompt 🧪🔬

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3 min read
🚀 The "Pilot’s Checklist": 3 Engineering Guardrails for Production AI ✈️✅

🚀 The "Pilot’s Checklist": 3 Engineering Guardrails for Production AI ✈️✅

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🚀 The "Autonomous Intern": How to Stop Your AI Agents from Looping Forever 🤖🔄

🚀 The "Autonomous Intern": How to Stop Your AI Agents from Looping Forever 🤖🔄

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4 min read
🚀 The "Ghost in the Machine": Why Your AI Feels Slow (and How to Fix It) 👻⏱️

🚀 The "Ghost in the Machine": Why Your AI Feels Slow (and How to Fix It) 👻⏱️

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3 min read
🚀 The "Memory Leak" of the Mind: Why Your AI is Forgetting the Conversation 🧠🗑️

🚀 The "Memory Leak" of the Mind: Why Your AI is Forgetting the Conversation 🧠🗑️

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3 min read
🚀 Don't Let Your AI Get "Hypnotized": A Guide to Stopping Adversarial Prompt Attacks 🧠🚫

🚀 Don't Let Your AI Get "Hypnotized": A Guide to Stopping Adversarial Prompt Attacks 🧠🚫

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4 min read
🚀 The "Black Box" Flight Recorder: Why Your AI Needs Real-Time Observability ✈️📦

🚀 The "Black Box" Flight Recorder: Why Your AI Needs Real-Time Observability ✈️📦

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🚀 The "Blind Witness" Problem: Why Your AI Lies When It Can't Find the Truth 🕶️⚖️

🚀 The "Blind Witness" Problem: Why Your AI Lies When It Can't Find the Truth 🕶️⚖️

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3 min read
🚀 The AI Oxygen Tank: Why Your Tokens Need a High-Tech Regulator 🤿💨

🚀 The AI Oxygen Tank: Why Your Tokens Need a High-Tech Regulator 🤿💨

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4 min read
🚀 "Vector Sharding": How to Organize a Library That Has No Alphabet 📚🧩

🚀 "Vector Sharding": How to Organize a Library That Has No Alphabet 📚🧩

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🚀 Semantic Caching — The System Design Secret to Scaling LLMs 🧠💸

🚀 Semantic Caching — The System Design Secret to Scaling LLMs 🧠💸

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3 min read
🚀 "Circuit Breakers": The Safety Switch That Prevents Cascading Failures 🛡️🚫

🚀 "Circuit Breakers": The Safety Switch That Prevents Cascading Failures 🛡️🚫

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4 min read
🚀 "Load Shedding": How to Be the Fire Marshal of Your Infrastructure 🚒🚫

🚀 "Load Shedding": How to Be the Fire Marshal of Your Infrastructure 🚒🚫

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4 min read
🚀 The "Celebrity Problem": How to Handle the Taylor Swifts of Your Database 🎤📈

🚀 The "Celebrity Problem": How to Handle the Taylor Swifts of Your Database 🎤📈

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4 min read
🚀 The "Thundering Herd": Why Your App Might Crash When It Wakes Up 🐎💥

🚀 The "Thundering Herd": Why Your App Might Crash When It Wakes Up 🐎💥

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4 min read
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