Make a SAAS : Feature Planning

-

https://www.youtube.com/watch?v=ru-kAPU9hdk










There are tools like

  1. https://github.com/github/spec-kit 
  2. https://github.com/Fission-AI/OpenSpec 
  3. https://github.com/bmad-code-org/BMAD-METHOD
1 & 2 are very similar , they focus on implementation side of things. You give it high level description of what you are trying to implement. These workflows will guide you through the implementation process. They will help in planning changes and creating detailed implementation plans

BMAD is bit more involved. real power is doing full planning before implementation. It helps brainstorm idea.

do not necessarily use it. you may have to spend a lot of time planning.

He likes to plan UI Features first


PLAN

check context window , quality starts degrading at 60% utilization



























Please create a sub folder in the specs folder for this specific feature with in a folder. Create two files requirements.MD and implementation plan.MD the requirements file to contain our initial requirements with any other functional and nonfunctional requirements as well as acceptance criteria for the implementation plan, I need to create a detailed implementation plan that is split in two separate phases each phase 2nd contain an actionable list of tasks with check boxes certificate track our progress at this stage do not include include any unit or into testing.

Now context window is 56%

So cant implement the whole plan in one single shot


























context window is still 44% even after clear ... we have a lot of MCP servers which we do not need















































now implement phase 3 & 4














after implementing all phases check the implementation

























Good links

  • free photo editor https://www.photopea.com/ 
  • choose your theme https://tweakcn.com/ , download and paste in global.css
  • create icons https://lucide.dev/
  • CSS https://ui.aceternity.com/  (cool landing pages , pixel arts )
in end do code checks












create new command "check-build"










ok

Comments

Post a Comment

Popular posts from this blog

LLM Engineering course : Day 1

-
Image
 Anaconda Power Shell    this will open , way you know if it is a anaconda power shell by seeing "base" Then you can install the full environment    then to activate use command "conda activate llms"     Open Ques "what is environment.yml" Then activate the conda environment and open jupyter lab   you can start with virtualenv as well (all details in readme) Video 11 : Day 1 every AI has 2 types of plan 1) pro plan with UI monthly subscription 2) API pricing , pay per request, for OPEN API need to put in 5$ pre payment (can use gpt4-o-mini for less cost)  (all details in readme)  Video 11:  store keys in .env files (all details in readme)  Video 14 there are two types of prompt   Video 15 OpenAI came up with a standard way of interacting with LLMs which is now standard for many LLMs. It is a list of dictionaries. Use completions API https://platform.openai.com/docs/guides/completions   For websites that use Java...
Read more

Agentic AI Course : Week 1

-
Image
8 weeks https://edwarddonner.com/2024/11/13/llm-engineering-resources/  6 week Agentic AI Course https://github.com/ed-donner/agents the file .env has all the keys select kernel https://github.com/ed-donner/agents/blob/main/1_foundations/1_lab1.ipynb import os openai_api_key = os.getenv( 'OPENAI_API_KEY' ) from openai import OpenAI openai = OpenAI() messages = [{ "role" : "user" , "content" : "What is 2+2?" }] response = openai.chat.completions.create(      model= "gpt-4.1-nano" ,      messages=messages      ) print (response.choices[ 0 ].message.content) Day 2 : what are AI Agents? 5 different patterns for agentic systems https://lavnish.blogspot.com/2025/05/essential-design-patterns-for-building.html In General Day 3 comparing different models  https://www.vellum.ai/llm-leaderboard syntax to call diff LLMs openAI , anthropic, gemini, deepseek, groq https://github.com/ed-donner/agents/blob/main/1_foundations/2_lab2.ipynb...
Read more

LLM Engineering : Week 2

-
Day 2.1 setup  anthropic api key google api key (more complex) update .env file     What is Temperature ?  Pass value between 0 to 1. 1 is most creative , 0 is least There is a slight difference in Claude API and OpenAI  in claude API we pass system message and user message separately in claude we also give context  if you want to stream , in claude there is an extra method , in openAI there is a boolean attribute.    Day 2.2 : Gradio         Day 2.3         Day 2.4 Day 2.5          
Read more