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Objective
…To gain insights of using Gen AI tools and
prompt engineering techniques in the early
stages of product development with Agile
…To explore the effectiveness of large
language models (LLMs) by crafting
contextually relevant and well-structured
prompts
…To enhance user interactions, improve output
quality, and push boundaries of Gen AI’s
capabilities to align with our project goals
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Product Idea
Creating an app for buying and selling
cars online, like the convenience we
experience on platforms like Amazon
or Swiggy or Uber, is a relatively new
concept to explore along with Gen AI
Gemini (by Google) is used for this
experiment
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Observations
(Part-1)
Give GPT a character to play
Adding a ‘persona’ gives a clear direction and helps to draft the
response closer to your needs.
GPTs are trained to generate content that fits the persona’s
“voice”.
Plan your second prompt ahead of first one
Chain-of-thought prompting is crucial.
Use it to be more strategic and prepared, but also remain
adaptable and open to fine tuning.
Review prompts for coherency and
readability
When prompts are clear, results are quicker by iterating with
smaller adjustments instead of having to start from scratch each
time.
Try to stick to the persona’s characteristics and maintain
context through out the conversation/thread.
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Software Architecture as code - SAaC
SAaC tools generate visual diagrams
and documentation directly from code.
They accelerate the development
lifecycle as they can be scripted and
integrated to generate automatic
documentation.
Mermaid.Live
PlantUML
Structurizr
…
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Observations
(Part-2)
Use multiple tools for variety of responses
As all LLMs are continuously evolving, trained and fine tuned
differently, using at least 2 tools can generate content effectively.
Summarize the responses appropriately and use it as context for
prompt on other tools
Workflow Diagrams with Software
architecture as code tools
While some GPTs cannot create workflow images directly and
others may not generate in the expected way, a potential
workaround could be to generate the ‘text code snippet’ instead.
(Re)Use the snippet as input to the respective design tools to
create the images quicker.
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Other ideas to explore…
Digital Currency or Wallet app using Blockchain (like Digital Rupee)
Online Learning Platform (like Udemy/Coursera)
Taxi Booking/Ride Sharing app
……
