James Murdza jamesmurdza

As Simple as Possible, but No Simpler
Bugs Are Contagious
A Good Name Is the Best Documentation
Generalization Takes Three Examples
The First Lesson of Optimization Is Don’t Optimize
Code Reviews Are Good for Three Reasons
Eliminate Failure Cases
Code That Isn’t Running Doesn’t Work
Write Collapsible Code
Localize Complexity

Imperative Computer Configuration is Playing a Losing Game

I often categorize games into the buckets of winning and losing games. Some games are both winning and losing games simultaneously, depending on your skill level. An example of this is the difference between amateur and pro tennis. When playing amateur tennis, you are usually playing a losing game. That is to mean, don't lose, and you will win! Most games of amateur tennis are decided by the player who has the least un forced errors. You will win the game by making fewer mistakes than your opponent.

The pros, on the other hand, is a much different story. When you watch two pro tennis players face off, they tend to make very few mistakes. This then becomes a winning game where you have to take an action to acheive victory instead of just try to minimize your mistakes.

Using imperative style configuration management tools like Ansible and docker are ultimately losing games.

Wait! I thought Ansible was Declarative and Idempotent

OpenAI

from openai import OpenAI

client = OpenAI()

tools = [{
    "type": "function",
    "function": {

00:00:02 hey everyone today we're going to be doing cnns or convolutional neural networks

doing cnns or convolutional neural networks and uh those are neural network models designed for processing structured grid data like images

00:00:06 cnns are neural networks that can be used to classify or detect images

networks that can be used to classify or detect images, and that's about all i know. passing it to naid. yeah, just like the simple.

00:00:24 the idea for cnns was inspired by biological networks, similar to simple neural networks

	FROM ubuntu:22.04

	# Set environment variables
	ENV DEBIAN_FRONTEND=noninteractive \
	DEBIAN_PRIORITY=high \
	PIP_DEFAULT_TIMEOUT=100 \
	PIP_DISABLE_PIP_VERSION_CHECK=1 \
	PIP_NO_CACHE_DIR=1

	# Basic system setup

	class MistralBaseProvider(OpenAIBaseProvider):

	def create_function_def(self, name, details, properties, required):
	# Wrap all descriptions to avoid Mistral validation error.
	details["description"] = {"type": "string", "description": details.get("description")}
	return super().create_function_def(name, details, properties, required)

	def call(self, messages, functions=None):
	# Make the last message a prefix if its role is assistant.
	if messages and messages[-1].get("role") == "assistant":

	server {
	listen 443 ssl;
	server_name api.sandbox.gitwit.dev;
	ssl_certificate /etc/letsencrypt/live/api.sandbox.gitwit.dev/fullchain.pem; # managed by Certbot
	ssl_certificate_key /etc/letsencrypt/live/api.sandbox.gitwit.dev/privkey.pem; # managed by Certbot


	location / {
	proxy_pass http://localhost:4000;
	proxy_http_version 1.1;

	from dotenv import load_dotenv
	from crewai import Agent, Task
	from crewai_e2b_python.code_interpreter_tool import E2BCodeInterpreterTool
	import json

	load_dotenv()

	def main():

	# Initialize the code interpreter tool

	***Code Interpreting...
	!pip install requests beautifulsoup4

	import requests
	from bs4 import BeautifulSoup

	# Fetch the Hacker News homepage
	url = 'https://news.ycombinator.com/'
	response = requests.get(url)
	soup = BeautifulSoup(response.text, 'html.parser')

	1. Update the System
	sudo apt update
	sudo apt upgrade