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AI / 8 min read

Day 24: Fine-Tuning vs Prompt Engineering

How to choose between better prompts, better data, and a custom model when building real AI apps.

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AI / 8 min read

Day 23 of becoming an AI developer: How AI Systems Are Actually Designed in Production

The architecture behind reliable AI apps, RAG systems, agents, guardrails, evals, and the boring engineering that makes AI usable in real…

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AI / 11 min read

Day 22 of Becoming an AI Developer: “ChatGPT vs Claude vs Gemini vs Perplexity”

A practical guide to choosing the right AI tool for coding, debugging, research, architecture, and shipping real projects

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AI / 9 min read

Day 21 of Becoming an AI Developer: AI Workflows That Save Me Hours as a Developer

Practical AI workflows for planning, coding agents, PR reviews, debugging, tests, and production guardrails

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AI / 8 min read

Day 20 of Becoming an AI: Multi-Agent Systems Explained For Beginners

Planner vs Executor, explained through the way real AI apps actually break

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AI / 7 min read

Day 19 of Becoming an AI Developer: Function Calling vs Tool Calling

How weather apps, APIs, and real tools help LLMs move from “I think” to “I checked.”

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AI / 11 min read

Day 18: Build an MCP Server in Node.js Without Getting Lost in the Protocol

A practical step-by-step guide to creating your first MCP server with tools, local data, and a real developer workflow

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AI / 7 min read

Day 17 of Becoming an AI Developer: MCP Explained For Beginners

Why Everyone Is Talking About MCP (And Why It Matters More Than Prompt Engineering)

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AI / 8 min read

Day 16 of Becoming an AI Developer: Build Your First AI Agent

A hands-on guide to building a small AI agent that can call real JavaScript functions instead of only generating text

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AI / 6 min read

Day 15 of Becoming an AI Developer: What Is Agentic AI? Explained for Beginners

From chatbots that answer questions to AI systems that take actions — here’s what Agentic AI actually means for developers.

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Blog | Tech by Neha Gupta