WEEKEND THOUGHT

We spent the week talking about filtering Noise. Today, we automate it.

Instead of spending hours scrolling through news, we are building your personal agent. This weekend, your task is to stop being a consumer and start being a system creator.

THE PYTHON LAB: 30 Lines of Leverage

Here is a concept you can build in less than an hour using Python and any LLM API (or local Ollama):

```python

Pseudo-code for your News Agent

import requests from bs4 import BeautifulSoup import openai

def get_signal(url): # 1. Fetch data (The Noise) raw_data = requests.get(url).text soup = BeautifulSoup(raw_data, 'html.parser')

# 2. Filter (The Engine)
summary = openai.ChatCompletion.create(
    model="gpt-4o",
    messages=[{"role": "user", "content": f"Extract only technical insights from this: {soup.text[:2000]}"}]
)
return summary.choices[0].message.content

3. Output (The Signal)

print(get_signal("https://techcrunch.com"))