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Muhammad Azlaan Zubair

Software Engineer and Applied AI Researcher. I build web applications, explore AI systems, and write about software engineering, automation, and developer tools. Building & publishing through Letinix.

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He/Him

XML Tags vs. Markdown in LLM Prompts: When to Use Each

XML Tags vs. Markdown in LLM Prompts: When to Use Each

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5 min read

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The Hardest Part of Starting a New Developer Job Is Understanding the Codebase

The Hardest Part of Starting a New Developer Job Is Understanding the Codebase

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6 min read
Choosing Local AI Hardware by Workload, Not Hype

Choosing Local AI Hardware by Workload, Not Hype

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3 min read
Cron Syntax Explained: Fields, Operators, and Common Schedules

Cron Syntax Explained: Fields, Operators, and Common Schedules

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5 min read
How to Estimate the Cost of an AI Agent Workflow

How to Estimate the Cost of an AI Agent Workflow

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7 min read
How to Convert a JSON API Response to TypeScript Types

How to Convert a JSON API Response to TypeScript Types

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5 min read
How to Build the Skill of Verifying AI-Generated Code

How to Build the Skill of Verifying AI-Generated Code

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7 min read
LLM Input vs. Output Token Pricing: How to Calculate the Difference

LLM Input vs. Output Token Pricing: How to Calculate the Difference

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6 min read
How to Validate API Responses in TypeScript

How to Validate API Responses in TypeScript

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4 min read
How to Estimate LLM API Costs Before Launch

How to Estimate LLM API Costs Before Launch

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7 min read
SaaS Unit Economics: Payment Fees and Usage Costs

SaaS Unit Economics: Payment Fees and Usage Costs

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6 min read
TypeScript Optional vs. Nullable: Model API Fields Correctly

TypeScript Optional vs. Nullable: Model API Fields Correctly

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4 min read
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