mberman84

* Always check for a PRD (Product Requirements Document) before starting a new task and follow it closely
* Look for comprehensive project documentation to understand requirements before making changes
* Focus only on code areas relevant to the assigned task
* Prefer iterating on existing code rather than creating new solutions
* Keep solutions simple and avoid introducing unnecessary complexity
* If you run into issues that take multiple iterations to fix. After you fix it, write up a description of the problem and how we fixed it and store it in a folder called "fixes", in an individual .md file with the name of the issue. Only do this for major issues and solutions.
* For issues that are taking multiple iterations to fix, check the fixes folder for previous fixes and see if the same issue has been fixed before.
* Keep a running list of patterns and technology used in the README.md file
* Reference the README.md file for patterns and technology used in the project
* If you run into the same persistent error

mberman84

**Project Approach**

* Always check for a PRD (Product Requirements Document) before starting a new task and follow it closely
* Look for comprehensive project documentation to understand requirements before making changes
* Focus only on code areas relevant to the assigned task
* Prefer iterating on existing code rather than creating new solutions
* Keep solutions simple and avoid introducing unnecessary complexity

**Code Quality**

mberman84

- After making changes, ALWAYS make sure to start up a new server so I can test it.
- Always look for existing code to iterate on instead of creating new code.
- Do not drastically change the patterns before trying to iterate on existing patterns.
- Always kill all existing related servers that may have been created in previous testing before trying to start a new server.
- Always prefer simple solutions
- Avoid duplication of code whenever possible, which means checking for other areas of the codebase that might already have similar code and functionality
- Write code that takes into account the different environments: dev, test, and prod
- You are careful to only make changes that are requested or you are confident are well understood and related to the change being requested
- When fixing an issue or bug, do not introduce a new pattern or technology without first exhausting all options for the existing implementation. And if you finally do this, make sure to remove the old implementation afterwards so we d

mberman84

{
  "mcpServers": {
    "count-r": {
      "command": "python",
      "args": [
        "C:\\Users\\mberm\\count-r-server\\server.py"
      ],
      "host": "127.0.0.1",
      "port": 8080,
      "timeout": 30000

mberman84

from mcp.server.fastmcp import FastMCP
import time
import signal
import sys

# Handle SIGINT (Ctrl+C) gracefully
def signal_handler(sig, frame):
    print("Shutting down server gracefully...")
    sys.exit(0)

mberman84

import os

os.environ["OPENAI_API_KEY"] = "XXX"
os.environ["GROQ_API_KEY"] = "YYY"

from routellm.controller import Controller

client = Controller(
  routers=["mf"],
  strong_model="gpt-4-1106-preview",

mberman84

git clone https://github.com/stitionai/devika.git
conda create -n devika python=3.10
conda activate devika
which python
/usr/local/anaconda3/envs/devika/bin/python -m pip install -r requirements.txt
playwright install --with-deps
npm install
bun run dev
open new terminal
conda activate devika

mberman84

git clone https://github.com/OpenDevin/OpenDevin.git
cd OpenDevin
conda create -n od python=3.10
conda activate od
docker ps
(optional) install docker if not already installed
docker pull ghcr.io/opendevin/sandbox
export OPENAI_API_KEY={your key}
(optional I had to install rust) curl --proto '=https' --tlsv1.2 -sSf [https://sh.rustup.rs](https://sh.rustup.rs/) | sh
(optional) restart terminal

mberman84

import requests

url = "https://api.mistral.ai/v1/chat/completions"
token = "API_KEY"
model = "mistral-medium"

prompt = """
John and Mark are in a room with a ball, a basket and a box. John puts the ball in the box, then leaves for work. While John is away, Mark puts the ball in the basket, and then leaves for school. They both come back together later in the day, and they do not know what happened in the room after each of them left the room. Where do they think the ball is?
"""

mberman84

1. # create new .py file with code found below
2. # install ollama
3. # install model you want “ollama run mistral”
4. conda create -n autogen python=3.11
5. conda activate autogen
6. which python
7. python -m pip install pyautogen
7. ollama run mistral
8. ollama run codellama
9. # open new terminal