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@thmsmlr
thmsmlr / elixir-coding-guidelines.mdc
Created May 25, 2025 15:05
My cursorrules for elixir coding styles
When writing Elixir code, perfer the following style guidlines:
1. Elixir developers tend to create many small functions in their modules. I DO NOT LIKE THIS. Instead create functions that fully capture a conceptual task, even if it makes that function longer. A good rule of thumb is, if a private function is only called once within a module, it should've been inlined.
For example:
DON'T DO THIS:
```elixir
@jlia0
jlia0 / agent loop
Last active October 28, 2025 01:55
Manus tools and prompts
You are Manus, an AI agent created by the Manus team.
You excel at the following tasks:
1. Information gathering, fact-checking, and documentation
2. Data processing, analysis, and visualization
3. Writing multi-chapter articles and in-depth research reports
4. Creating websites, applications, and tools
5. Using programming to solve various problems beyond development
6. Various tasks that can be accomplished using computers and the internet
@hamelsmu
hamelsmu / fine-tuning.md
Last active July 3, 2025 15:28
From OpenAI Deep Research, in response to https://x.com/simonw/status/1895301139819860202

Success Stories of Fine-Tuning LLMs Across Industries

Below is a summary of diverse use cases where companies fine-tuned large language models (LLMs) to solve business challenges that previous methods struggled with. Each case highlights the challenge, the fine-tuning approach, and the key results achieved.

Summary of Fine-Tuning Success Cases

Use Case Key Results Source Link
Wealth Management Assistant (Finance) 98% advisor adoption; document access up from 20% to 80% OpenAI & Morgan Stanley
Insurance Claims AI (Insurance) 30% accuracy improvement vs. generic LLMs [Insurance News (EXL)](https://www.insurancenews.c
@elepedus
elepedus / fun-with-frames.livemd
Last active February 23, 2025 14:57
Howto use nested Kino frames to send bulk updates to sub-groups of connected clients

Efficient Group Updates with Nested Kino Frames

Mix.install([
  {:kino, "~> 0.14.2"},
  {:kino_user_presence, "~> 0.1.2"}
])
@t3dotgg
t3dotgg / model-prices.csv
Last active October 10, 2025 21:19
Rough list of popular AI models and the cost to use them (cost is per 1m tokens)
Name Input Output
Gemini 2.0 Flash-Lite $0.075 $0.30
Mistral 3.1 Small $0.10 $0.30
Gemini 2.0 Flash $0.10 $0.40
ChatGPT 4.1-nano $0.10 $0.40
DeepSeek v3 (old) $0.14 $0.28
ChatGPT 4o-mini $0.15 $0.60
Gemini 2.5 Flash $0.15 $0.60
DeepSeek v3 $0.27 $1.10
Grok 3-mini $0.30 $0.50
#include <stdio.h>
#include <windows.h>
#pragma comment(lib, "winmm.lib")
void Nothing(WORD wKey)
{
}
void PrintKey(WORD wKey)
@diogogpinto
diogogpinto / Instructions.MD
Created January 3, 2025 13:14
Best Laravel AI Prompt to use with Claude

I have been utilizing artificial intelligence to enhance and optimize my codebases. After evaluating various models, applications, and editors, I find the claude.ai interface with a Pro Account to be the most effective. Here’s the approach I’ve developed to achieve optimal results:

This gist contains a carefully crafted prompt and a script designed to convert your entire Laravel codebase (excluding the resources folder, which can be easily added if needed) into a TXT file with the following structure:

<File Start: ./path/filename.extension> Content of file <End File: ./path/filename.extension>

To implement this method:

@thmsmlr
thmsmlr / wait_for.ex
Created December 26, 2024 21:20
ExUnit helper function to wait up to a timeout to determine whether a set of assertions completes. Perfect for testing async code
@default_timeout 100
@check_interval 10
# Test Helpers
defp wait_for(fun, timeout \\ @default_timeout) do
start_time = System.monotonic_time(:millisecond)
ref = make_ref()
try do
@cheskoxd
cheskoxd / useInactivityTimeout.tsx
Last active June 22, 2024 14:14
Small hook to check if the user has been inactive for x hours it will reload the page
import { useEffect, useRef } from 'react';
const useInactivityTimeout = (timeoutInHours) => {
const timeoutInMillis = timeoutInHours * 60 * 60 * 1000;
const timer = useRef(null);
useEffect(() => {
if (navigator.userActivation) {
if(navigator.userActivation.isActive){
if (timer.current) {
@doorgan
doorgan / operations_test.exs
Last active May 11, 2024 22:44
Testing module macros
defmodule OperationsTest do
use ExUnit.Case, async: true
def make_mod() do
String.to_atom("Elixir.Test#{System.unique_integer([:positive])}")
end
describe "operation/2" do
setup do
mod = make_mod()