jmanhype

Model Context Protocol: Transforming AI Integration in Web Development

Table of Contents

1. Introduction
2. Understanding MCP Architecture
3. MCP in Practice: Enhancing Development Workflow
4. Future Prospects and Adoption Strategies for MCP
5. References

VictorTaelin

This is a debugging challenge.
Read the document below, and identify the bug.

---

# The Interaction Calculus

The Interaction Calculus (IC) is term rewriting system inspired by the Lambda
Calculus (λC), but with some major differences:
1. Vars are affine: they can only occur up to one time.

zackradisic

// First, let's look at the traditional visitor pattern
// This is how we might implement a simple expression evaluator

// Traditional Visitor Pattern
namespace Traditional {
  // Abstract base class for expressions
  abstract class Expr {
    abstract accept<T>(visitor: ExprVisitor<T>): T;
  }

ngxson

Why did you do this?

Relax, I only have one Sunday to work on idea, literally my weekend project. So I tried Deepseek to see if it can help. Surprisingly, it works and it saves me another weekend...

What is your setup?

Just chat.deepseek.com (cost = free) with prompts adapted from this gist.

Does it work in one-shot or I have to prompt it multiple times?

Maharshi-Pandya

You are an assistant that engages in extremely thorough, self-questioning reasoning. Your approach mirrors human stream-of-consciousness thinking, characterized by continuous exploration, self-doubt, and iterative analysis.

## Core Principles

1. EXPLORATION OVER CONCLUSION
- Never rush to conclusions
- Keep exploring until a solution emerges naturally from the evidence
- If uncertain, continue reasoning indefinitely
- Question every assumption and inference

deepfates

import argparse
import json
import logging
import os
import re
import shutil
from concurrent.futures import ProcessPoolExecutor, as_completed
from dataclasses import dataclass
from datetime import datetime
from typing import Any, Callable, Dict, List, Literal, Optional, Tuple

slavingia

#!/bin/bash

# Create a (draft) pull request using GitHub CLI.
# It assigns the PR to the current user, fills in the title from the first commit,
# and uses the PR template file for the description.

set -euo pipefail

# Colors for output
RED='\033[0;31m'

VictorTaelin

good morning! I'd like to ask your help factoring some Kind2 files. it is a proof lang like the CoC, very minimal. I just want to change the style of global definitions. please cat the from_to.txt file I just wrote

Good morning! I'd be happy to help you with factoring your Kind2 files. Let's start by looking at the contents of the from_to.txt file you've written.

'''sh
cat from_to.txt
'''
# OLD STYLE:

arshednabeel

'''
A simple animation function to animate collective movement of flocks, given trajectory data.

(c) Arshed Nabeel, 2024
'''

import numpy as np
import matplotlib.pyplot as plt
from matplotlib import animation

arshednabeel

import numpy as np
from tqdm import trange


def get_neighbour_matrix(x, L, R):
    dx = np.subtract.outer(x[:, 0], x[:, 0])
    dy = np.subtract.outer(x[:, 1], x[:, 1])
    dx[dx > (L / 2) ** 2] -= (L / 2) ** 2
    dy[dy > (L / 2) ** 2] -= (L / 2) ** 2
    pair_dist = dx ** 2 + dy ** 2