Coding Harmony with AI Driven Development

CODING HARMONY
AI DRIVEN DEVELOPMENT(AIDD)
365X24X7
INTERN, PAIR PROGRAMMER,
ASSISTANT, CO-PILOT
by
Raja Nagendra Kumar,
Code Doctor & C.T.O
TejaSoft Innovations Pvt. Ltd.
nagendra.raja@tejasoft.com
+91-9886723872

TERMINOLOGY
 <NC/LC> – No
CODE/ Low
CODE
 ChatGPT - Chat
Generative Pre-
Training
Transformer
 New Job Roles
 Prompt
Engineering
 Code
Orchestrator
 New Integrations
 IntelliJ IDEA
 VisualCode
 CleanCODE First
Principles
thinking
 AI bots as
Emotionless Pair
Programmer –
Co-Pilot,
Assistant
 Embeddings
RAJA NAGENDRA KUMAR, CODE DOCTOR, HTTP://WWW.TEJASOFT.COM 2

PROGRAMMING
LANGUAGES BY
GENERATION
 Low Level
 1st GL – Machine Languages
 2nd GL – Assembly Languages
 High Level
 3rd GL – Procedural Languages
 C, C++, Java, JavaScript, and Visual Basic
 4th GL – Non-Procedural Languages
 SQL, Perl, PHP, Python, Ruby, Foxpro, Power Builder
 5th GL – Intelligent Languages
 PROLOG, LISP
 Super/Very High Level
 6th GL
 NC/LC or Visual Programming - Bubble.io, Outsystems,
Mendix, Adalo
 Make Solutions Easy to Build
 7th GL
 Prompt Engineering
 Make Programing Easy by Generation of
CODE for 3rd & 4th GL
 You can forget syntax

1. WYSIWYG - Visual
CODING
2. Flexibility – Make
Change easy
3. Accept Uncertinity –
Add New Faster
Next is PRO-CODE

<NC/LC>
1. https://www.youtube.com/watch?v=_sJCED
UoHg8
2. https://www.outsystems.com/demos/?video
=0b744ee3-9392-4e4b-88a4-
b09cdab0f49f&utm_source=none&utm_me
dium=organic&utm_campaign=demos-on-
demand&utm_content=video&utm_term=s
hare
3. https://www.youtube.com/watch?v=jNZiHu
bQ8Vc
4. https://www.youtube.com/watch?v=U34V7z
iWvDc

NEWTOOLS, NEWWAYS, NEW ROLES BUT SAME
FUNDAMENTALS
1. IT Admins → Cloud Architect, Cloud Developer, SRE, Cloud Data Engineer etc..
2. AI Assistants → Prompt Engineering (https://www.promptpal.net/), Code Orchestrator etc..
a. Research, Experiment & Discovery
b. Functionality
c. Other NFRs – Optimisation, Security

PROMPT
ENGINEERING – 7TH
GENERATION
LANGUAGE?
 How Clean Code Skills help in
 Formulating the prompts
 Prompt Injection – avoid security flaws
 Auto Crafting prompts
 €300k+ CTC Jobs
https://www.euronews.com/next/2023/03/30/ai-prompt-engineering-how-talking-to-chatgpt-
became-the-hottest-tech-job-six-figure-salary

PROMPTPAL ( HTTPS://WWW.PROMPTPAL.NET/ )

AI DEVELOPMENT
IDEA AI
Assistant
Amazon
CodeWhisperer
Diffblue
CodeiumAI Tabnine Github Co-pilot

CLEAN CODE
DRIVEN PROMPT
ENGINEERING
TEMPLATE
Research,
Experiment, Learn,
Orchestrate
Problem
Functionality
NFRs
Refactoring
Naming
Slicing
DevTests
Unit Tests
BDD
AT
E2E
Integration
Mutation Testing
Automation
Gradle/Maven
GitHub Actions

HANDS-ON WORKSHOP
1. https://chat.openai.com/chat
2. IntelliJ
3. Achieve NC/LC speed/productivity with #cleancode mindset/efficiency/flexibility to craft clean Prompts
4. Focus of #CleanCode
a. Refactoring – Readability, Simplification & Maintainability
b. Unit Tests – Automation

DOCUMENTATION
 Git COMMIT Messages
 Document API of class, method

RESEARCH & EXPERIMENTATION
 Explain Unfamiliar code
 Obfuscated java classes
 https://www.pelock.com/jobfuscator/
 Dependent Jar file class
 #CleanCode Skills play a vital role

IDENTIFY THE PACKAGES, CLASSES AND METHODS
 Pre-Bug Fixing Support

TEST CASES
 Test Cases for different needs using different frameworks
 Test Data Generation

REFACTORING
 GetVarious Options to Break a Big Method

GENERATE BOILER PLATE CODE
 Spring-Boot generate respective Repository, Service and Controller Classes

TRANSPILE
 Convert Java CODE to Python CODE

IN-LINE SEARCH/CHAT – WITHOUT CONTEXT SWITCH

SUMMARY
 Instead of detailed CODE expertise, shift in need for skills in the areas of
 Prompt Engineering – Another Attempt to make English as a CODE
 Make sure Bots are giving you the Clean Code you want, you still need to be language
expert knowing class, methods etc
 99% don't know still how to use ChatGPT, be part of that 1 % by Orchestrating Code from
Different sources
 Generated Code is low quality code, focus should be #CleanCode & NFRs to master ChatGPT
Developers New Calculator
 Majority of Pair Programming & Code Reviews would be no more with developers but would be with
multiple Chatbots – bye bye #toxic team reviews - Work hard in silence & to make it less hard in
public
 AI bots are not search engines, they are close to human brain
 Long way to GO to replace developers (may never happen too) but a great beginning
AI now moved from 1 to 1000 evolution now
 It helps non-programmers to come on board also seasoned programmers to get various ideas &
insights
 Stop Believing if AI is all the future, right way to think is AI is also in the future, know how to use
it properly

Raja Nagendra Kumar,
Code Doctor & CTO
http://www.tejasoft.com
Can assistants deliver on their own?
Masters must be more powerful to get best from Assistants,
but master is not alone these days to do the extra work

Coding Harmony with AI Driven Development

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