How Programming in Natural Language Can Change the Game!
April 9, 2022 2

Kunjan Thadani

It was well said by Mr. Albert Einstein “Creativity is intelligence having fun”.There is no doubt that creativity is the most important human resource of all. Without creativity, life is nothing but food without salt and pepper.

One such creation is Bhailang! Yes, “Bhai” lang; a new programming language developed by creative minds from India – Aniket Singh and Rishabh Tripathi.

The new programming dialect took up pace in social media when the young minds poured in their creativity and came up with Bhailang, which is said to have begun as a joke between the two “bros”, giving birth to a new bro code.

What is Bhailang?

Bhailang is a programming language dialect, written in TypeScript, which uses syntax written in Hindi language. Every instruction in the language contains the word ‘bhai.’

The word “bhai” in Hindi means “brother”.
While there have been talks among the developers all around social media, how cool this new programming dialect is, the new bro code is proving how fun can turn things up. The programming language dialect uses words from casually spoken words like “hi bhai” – literally starting the program saying “hi”.

The developers all around started throwing up ideas when the fun lingo gone viral, contributing even more to the fun.
This fun programming language can be accessed on its website –, while the source code can be accessed here. Check out more about what is Twitterati saying about Bhailang here.

How coding in natural language can change the game?

Programming isn’t a cakewalk. Although not impossible, it is difficult to learn and master for an average person. One needs to spend enough time and practice to be proficient in a programming language, using which one can create a software application, create a video game, and do things up to one can imagine.

Just imagine, what if you can write code in your native language?

How it would be if you can write code in plain language?

Programming in natural languages can certainly reduce the learning curve and enable easier expression and solutions to the worldly problems.

Although Bhailang cannot be termed a Natural Language Programming tool, it is worth noting that such programming dialects can completely change the way we code. Not just working would be fun, but it has great potential for the learners out there. It is not just making programming fun, but enabling easy expression of ideas, paving way for more creativity.

What is Natural Language “Programming”?

Natural Language “Programming” or Natural Language Coding (NLC) is a way of coding using natural language sentences in English, French, etc. making the coding even easier for humans, where it is supposed to translate the instructions written in natural language to various programming languages. It is typically machine learning driven. It leverages Natural Language Processing (NLP) for translating human language to instructions in the desired programming

Using this, one could just type or say “create a page with a form for username and email, with a signup button at the bottom”; which would then actually create a webpage with a signup form as described.

What is going on in the industry ?

OpenAI Codex is one of the AI models developed by OpenAI, which parses natural language and generates code in response. Many such platforms are being developed providing code conversion via APIs.

IBM announced ProjectCodeNet like ImageNet. ImageNet is a large dataset of images and their descriptions, having an important role in Machine Learning and Deep Neural Networks to train machines on a vast dataset of images. ImageNet is useful for many computer vision applications such as object recognition, image classification and object localization.

Similarly, Project CodeNet provides a very large dataset to drive algorithmic innovations in AI for code tasks like code translation, code similarity, code classification, code search etc.

Debuild is one such tool built using OpenAI’s GPT-3, which helps to create web apps easily with as low code as possible by just writing a description of what you want to create.

With the advancement in Natural Language Processing (NLP), frameworks being developed by the software giants and availability of large data sets, this distant concept seems to be taking shape now; while these models still have a long way to go.

Although these models can show a glimpse where the future of coding is heading, few studies have identified potential problems with the existing models. There have been incidences of the model translations being incorrect, the model not being able to perform the desired task and sometimes giving a biased output as well. However, the models are constantly being improved for better accuracy and to reduce the risks involved.

It will be interesting to see how far this goes and how easy it will be to have access to such technology and platforms.

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  1. Nice content!!!

  2. bol bhai “sahi language hai bhai”;