Shamim Ali

If you enjoyed my article, follow me on github. https://github.com/debug-loop

Gangni, Meherpur, Bangladesh Joined on Jan 6, 2026 wmdn9116@gmail.com

Cover image for Stop Treating LLMs Like APIs, Treat Them Like Unreliable Teammates

Shamim Ali

Jan 20

Stop Treating LLMs Like APIs, Treat Them Like Unreliable Teammates

#ai #python #llm #softwareengineering

3 min read

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Cover image for Your Python AI Code Needs Fallbacks More Than It Needs Accuracy

Shamim Ali

Jan 20

Your Python AI Code Needs Fallbacks More Than It Needs Accuracy

#ai #python #llm #softwareengineering

1 min read

Cover image for Why Most AI Bugs in Python Are Data Bugs in Disguise

Shamim Ali

Jan 20

Why Most AI Bugs in Python Are Data Bugs in Disguise

#datascience #ai #python #machinelearning

2 min read

Cover image for AI + Python Isn’t About Models, It’s About Controlling Uncertainty

Shamim Ali

Jan 15

AI + Python Isn’t About Models, It’s About Controlling Uncertainty

#ai #machinelearning #datascience #python

2 min read

Cover image for Building AI Systems Is Mostly About Engineering Discipline

Shamim Ali

Jan 15

Building AI Systems Is Mostly About Engineering Discipline

#ai #systems #programming #architecture

1 min read

Cover image for Python Performance Is Mostly About Avoiding the Obvious Mistakes

Shamim Ali

Jan 15

Python Performance Is Mostly About Avoiding the Obvious Mistakes

#webdev #python #programming

1 min read

Cover image for Writing Python That Still Makes Sense a Year Later

Shamim Ali

Jan 13

Writing Python That Still Makes Sense a Year Later

#codequality #python #softwareengineering

2 min read

Cover image for React Performance Problems Usually Start with State, Not Rendering

Shamim Ali

Jan 13

React Performance Problems Usually Start with State, Not Rendering

#react #webdev #programming #javascript

2 min read

Cover image for Code Style Is About Reducing Cognitive Load

Shamim Ali

Jan 13

Code Style Is About Reducing Cognitive Load

#coding #programming #beginners #career

1 min read

Cover image for DevOps Isn’t a Toolchain, It’s a Feedback Loop

Shamim Ali

Jan 12

DevOps Isn’t a Toolchain, It’s a Feedback Loop

#devops #programming #backend #distributedsystems

1 min read

Cover image for Your Back Is Part of Your Engineering Career

Shamim Ali

Jan 12

Your Back Is Part of Your Engineering Career

#healthydebate #mentalhealth

1 min read

Cover image for Clean Code Is a Communication Tool, Not a Style Preference

Shamim Ali

Jan 12

Clean Code Is a Communication Tool, Not a Style Preference

#programming #beginners #productivity #coding

1 min read

Cover image for Why Most Node.js APIs Fail Under Load (And How to Avoid It)

Shamim Ali

Jan 11

Why Most Node.js APIs Fail Under Load (And How to Avoid It)

#node #npm #backenddevelopment

1 min read

Cover image for “Just Add Caching” Is Usually the Wrong Answer

Shamim Ali

Jan 11

“Just Add Caching” Is Usually the Wrong Answer

#cache #webdev #backend #programming

1 min read

Cover image for Validation Is Your API’s First Line of Defense

Shamim Ali

Jan 10

Validation Is Your API’s First Line of Defense

#validation #api #restapi #programming

1 min read

Cover image for Most Engineering Problems Are Communication Problems

Shamim Ali

Jan 9

Most Engineering Problems Are Communication Problems

#coding #community #career

1 min read

Cover image for The Difference Between Junior and Senior Engineers Isn’t Code

Shamim Ali

Jan 9

The Difference Between Junior and Senior Engineers Isn’t Code

#programming #senior #beginners

1 min read

Cover image for You Don’t Need More Tutorials, You Need Better Problems

Shamim Ali

Jan 9

You Don’t Need More Tutorials, You Need Better Problems

#programming #workplace #tutorial #webdev

1 min read

Cover image for What a Learner Should Do to Become a Software Engineer

Shamim Ali

Jan 8

What a Learner Should Do to Become a Software Engineer

#softwareengineering #learning #coding #programming

2 min read

Cover image for My Node.js API Best Practices in 2025

Shamim Ali

Jan 8

My Node.js API Best Practices in 2025

#api #architecture #node #performance

3 min read

Cover image for Communication is a Superpower

Shamim Ali

Jan 8

Communication is a Superpower

#career #community #workplace

12 min read

Cover image for System Architecture for Startups: Build Fast Without Painting Yourself Into a Corner

Shamim Ali

Jan 7

System Architecture for Startups: Build Fast Without Painting Yourself Into a Corner

#architecture #startup #systemdesign #webdev

2 min read

Cover image for From MVP to Production: Lessons Learned Building Systems That Scale

Shamim Ali

Jan 7

From MVP to Production: Lessons Learned Building Systems That Scale

#fullstack #startup #webdev #python

2 min read

Cover image for Python for Backend Developers: Writing Code That Survives Production

Shamim Ali

Jan 7

Python for Backend Developers: Writing Code That Survives Production

#python #backend #webdev #softwareengineering

2 min read

Cover image for React Isn’t the Hard Part, Designing for Change Is

Shamim Ali

Jan 7

React Isn’t the Hard Part, Designing for Change Is

#react #frontend #web #softwareengineering

2 min read

Shamim Ali

Jan 7

Advanced React Patterns Every Developer Should Know

#react #javascript #frontend #webdev

2 min read

Cover image for Common Git Mistakes (And How to Fix Them)

Shamim Ali

Jan 7

Common Git Mistakes (And How to Fix Them)

#beginners #git #tutorial

2 min read

Cover image for Understanding How ChatGPT Produces Human-Like Responses

Shamim Ali

Jan 6

Understanding How ChatGPT Produces Human-Like Responses

#webdev #ai #chatgpt #openai

2 min read

Forem

Shamim Ali

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Writing Debut

Stop Treating LLMs Like APIs, Treat Them Like Unreliable Teammates

Want to connect with Shamim Ali?

Your Python AI Code Needs Fallbacks More Than It Needs Accuracy

Why Most AI Bugs in Python Are Data Bugs in Disguise

AI + Python Isn’t About Models, It’s About Controlling Uncertainty

Building AI Systems Is Mostly About Engineering Discipline

Python Performance Is Mostly About Avoiding the Obvious Mistakes

Writing Python That Still Makes Sense a Year Later

React Performance Problems Usually Start with State, Not Rendering

Code Style Is About Reducing Cognitive Load

DevOps Isn’t a Toolchain, It’s a Feedback Loop

Your Back Is Part of Your Engineering Career

Clean Code Is a Communication Tool, Not a Style Preference

Why Most Node.js APIs Fail Under Load (And How to Avoid It)

“Just Add Caching” Is Usually the Wrong Answer

Validation Is Your API’s First Line of Defense

Most Engineering Problems Are Communication Problems

The Difference Between Junior and Senior Engineers Isn’t Code

You Don’t Need More Tutorials, You Need Better Problems

What a Learner Should Do to Become a Software Engineer

My Node.js API Best Practices in 2025

Communication is a Superpower

System Architecture for Startups: Build Fast Without Painting Yourself Into a Corner

From MVP to Production: Lessons Learned Building Systems That Scale

Python for Backend Developers: Writing Code That Survives Production

React Isn’t the Hard Part, Designing for Change Is

Advanced React Patterns Every Developer Should Know

Common Git Mistakes (And How to Fix Them)

Understanding How ChatGPT Produces Human-Like Responses