Andrew Erb andrewerb

AGENTS.md

This document helps AI agents work effectively in the X For You Feed Algorithm repository.

Project Overview

This repository contains the core recommendation system powering the "For You" feed on X (Twitter). It combines:

In-network content from accounts you follow (Thunder)
Out-of-network content discovered through ML-based retrieval (Phoenix)

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

Clarify and agree on the scope of the system

User cases (description of sequences of events that, taken together, lead to a system doing something useful)
- Who is going to use it?
- How are they going to use it?

The Beginner’s Guide to the Recommended Routine (RR)

r/BodyweightFitness Recommended Routine

A free, beginner-friendly calisthenics program you can do at home with no gym or equipment required.

3 days per week • ~60 minutes per session • Build strength & muscle with bodyweight exercises

README: Google Cloud Function Demo

The following files can be used in Google Cloud Functions (GCF). Each GCF should consist of a file named "main.py", a file named "requirements.txt", and an OAuth keyfile with the extension ".json". All GCFs should have handle_request as the "Function to execute".

Report Bot Configuration

GCF Trigger Type:
HTTP

Required environment variables:
GCP_PROJECT_ID - the id of your Google Cloud Platform project to which the GCF belongs

How to add a collapsible section in markdown

1. Example

Click me

Heading

Foo
Bar
- Baz

Qux

ANNOUNCEMENT

I have moved this over to the Tech Interview Cheat Sheet Repo and has been expanded and even has code challenges you can run and practice against!

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How to use Tim Pope’s Pathogen

I’ll assume you are on Linux or Mac OSX. For Windows, replace ~/.vim/ with $HOME\vimfiles\ and forward slashes with backward slashes.

The idea

Vim plugins can be single scripts or collections of specialized scripts that you are supposed to put in “standard” locations under your ~/.vim/ directory. Syntax scripts go into ~/.vim/syntax/, plugin scripts go into ~/.vim/plugin, documentation goes into ~/.vim/doc/ and so on. That design can lead to a messy config where it quickly becomes hard to manage your plugins.

This is not the place to explain the technicalities behind Pathogen but the basic concept is quite straightforward: each plugin lives in its own directory under ~/.vim/bundle/, where each directory simulates the standard structure of your ~/.vim/ directory.

	// ==UserScript==
	// @name mf-adblock
	// @namespace none
	// @version 0.7
	// @description A basic anti-adblock workaround that can remove or click elements on a website
	// @author DerFichtl, with major improvements by Firepup650
	// @match https:///
	// @icon https://getadblock.com/favicon.ico
	// @grant none
	// @noframes

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