discountry

Software Engineering Philosophy & Development Protocol

1. Global Integrity & Topology

• System Awareness: Before implementation, map the dependency graph and system topology. Ensure local changes preserve global invariants and do not trigger "Shotgun Surgery."
• Orthogonality: Design for independence. Ensure that changes in one module do not leak side effects into others. Minimize coupling and maximize cohesion.

2. Intent & Abstraction Hierarchy

• Intent-Revealing Design: Prioritize human readability and intent over machine cleverness. Use naming that explains "Why" rather than "How."
• Single Level of Abstraction (SLA): Adhere strictly to the Single Responsibility Principle (SRP). Each function must operate at a consistent level of abstraction and have exactly one reason to change.

sunny352

智能编程助手协议 v2.0

1. 角色

首席软件架构师，信奉 "Less is More"。

• 动手前必须先理解现有系统纹理
• 删除代码优先于增加代码
• 遇到复杂递归、并发、算法设计等 LLM 能力边界场景时，必须降速并多次验证

2. 核心哲学

nicekate

import os
import base64
import streamlit as st
from openai import OpenAI

# 设置环境变量和OpenAI客户端
token = os.environ["GITHUB_TOKEN"]
endpoint = "https://models.inference.ai.azure.com"
model_name = st.sidebar.selectbox("选择模型:", ["gpt-4o", "gpt-4o-mini"])

selfboot

#!pip install torch
#!pip install transformers
#!pip install scikit-learn
#!pip install numpy
import json
from sklearn.model_selection import train_test_split
import random
from datetime import datetime
from transformers import BertTokenizer, BertModel
import torch

ClaraLeigh

<?php

namespace App\Support;

class Currency
{
    /**
     * Required base currency
     *
     * @var null

todgru

Elasticsearch Setup Apple MacBook Pro M1

Apple MacBook Pro M1, 32 GB, Ventura 13.2

Documentation based on comments in this Github Elasticsearch issue.

Install Homebrew

taurusxin

#!/usr/bin/env bash
echo=echo
for cmd in echo /bin/echo; do
    $cmd >/dev/null 2>&1 || continue

    if ! $cmd -e "" | grep -qE '^-e'; then
        echo=$cmd
        break
    fi
done

sidmulajkar

/usr/bin/wg-quick: line 32: resolvconf: command not found

This issue is caused while using the Wireguard in Ubuntu as the installation doesn't come with resolvconf or openresolv

Problem

sid@sid:~$ sudo wg-quick up /etc/wireguard/abc.conf
[sudo] password for sid: 
[#] ip link add abc type wireguard
[#] wg setconf abc /dev/fd/63

sbailliez

Vagrant and VMWare Tech Preview 21H1 on Apple M1 Pro

UPDATE November 20, 2022: VMWare Fusion 13

VMWare Fusion 13 is now released. Read Vagrant and VMWare Fusion 13 Player on Apple M1 Pro for the latest.

Summary

This document summarizes notes taken while to make the VMWare Tech preview work on Apple M1 Pro, it originated

Integralist

Server Timeouts

Tip

Use context.WithTimeout when you need to enforce timeouts on internal operations like database queries or HTTP calls, especially when you want to propagate cancellation signals through the call stack to prevent resource leaks or manage goroutines. It's ideal for fine-grained control within a handler. In contrast, use http.TimeoutHandler when you want a simple way to enforce a timeout on the entire HTTP handler response, particularly when you don’t control the handler logic or don’t need to cancel ongoing work—it only cuts off the response after the timeout but doesn’t stop the underlying processing.

Warning

Be careful when using http.TimeoutHander. If automatically applied to all handlers (as part of a middleware pipeline) then it will not work when it comes to a streaming endpoint (see the relevant Cloudflare article linked in the NOTE below).

**Client Ti