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From Experiment to Production: What I'm Learning as a GenAI Backend Developer

From Experiment to Production: What I'm Learning as a GenAI Backend Developer

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1 min read
🚀 Building an AI-Powered Jest Test Case Generator for TypeScript

🚀 Building an AI-Powered Jest Test Case Generator for TypeScript

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4 min read
TRANSFORMER BASICS

TRANSFORMER BASICS

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2 min read
Part 6 — Observability and Evaluation in GenAI Systems

Part 6 — Observability and Evaluation in GenAI Systems

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1 min read
How GraphRAG Works

How GraphRAG Works

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2 min read
How LLMs Actually “See” Context (Tokens, Chunks, Windows)

How LLMs Actually “See” Context (Tokens, Chunks, Windows)

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3 min read
Efficient Vector Storage for AI: Why I Chose Pinecone with AWS

Efficient Vector Storage for AI: Why I Chose Pinecone with AWS

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2 min read
Part 4 — Retrieval Is the System

Part 4 — Retrieval Is the System

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1 min read
Building a Secure, Serverless Multi-Tenant RAG Chatbot with Amazon Bedrock and Lambda

Building a Secure, Serverless Multi-Tenant RAG Chatbot with Amazon Bedrock and Lambda

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13 min read
Part 5 — Cost, Latency, and Failure Are the Design

Part 5 — Cost, Latency, and Failure Are the Design

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1 min read
CloudWatch Investigations: Your AI-Powered Troubleshooting Sidekick

CloudWatch Investigations: Your AI-Powered Troubleshooting Sidekick

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4 min read
How AWS Supports Enterprise Grade Generative AI Workloads

How AWS Supports Enterprise Grade Generative AI Workloads

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7 min read
The AI Filmmaking Pipeline: Directing Without a Camera

The AI Filmmaking Pipeline: Directing Without a Camera

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2 min read
Unlimited image generation with Nano Banana Pro and custom Claude Code Skill

Unlimited image generation with Nano Banana Pro and custom Claude Code Skill

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3 min read
Stop Writing User Stories for AI. Start Writing Specs.

Stop Writing User Stories for AI. Start Writing Specs.

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3 min read
Part 2 — GenAI Is Not Magic: Understanding LLMs Like a Systems Engineer

Part 2 — GenAI Is Not Magic: Understanding LLMs Like a Systems Engineer

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3 min read
What Is AI Shopping Visibility? How AI Assistants Discover Products

What Is AI Shopping Visibility? How AI Assistants Discover Products

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6 min read
Re-Prompting: The Loop That Turns “Meh” LLM Output Into Production-Ready Results

Re-Prompting: The Loop That Turns “Meh” LLM Output Into Production-Ready Results

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6 min read
Part 3 — When Prompt Engineering Becomes Configuration

Part 3 — When Prompt Engineering Becomes Configuration

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2 min read
The Guidance Engine Behind Stable Diffusion

The Guidance Engine Behind Stable Diffusion

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13 min read
Lets start with Spring AI

Lets start with Spring AI

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3 min read
Kiro - From Prompt to Production - A Developer’s Blog to AWS’s Agentic IDE

Kiro - From Prompt to Production - A Developer’s Blog to AWS’s Agentic IDE

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3 min read
Building AI Agents on AWS in 2025: A Practitioner's Guide to Bedrock, AgentCore, and Beyond

Building AI Agents on AWS in 2025: A Practitioner's Guide to Bedrock, AgentCore, and Beyond

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9 min read
Dec 19, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab

Dec 19, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab

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5 min read
How I Tackled GenAI-Powered Data Analytics (And Unlocked a New Perspective on AI Strategy)

How I Tackled GenAI-Powered Data Analytics (And Unlocked a New Perspective on AI Strategy)

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5 min read
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