Mark mvandermeulen

Investigation Memo: TikAPI httpx AsyncClient Issue

Date: June 19, 2025
Platform: MacOS
Project: TikAPI_MCP
Environment: /Users/tengjizhang/projects/flashbots_x/TikAPI_MCP

Problem Statement

The TikAPI MCP server was experiencing failures when making requests to the TikAPI service, with empty error messages: "An error occurred while requesting TikAPI: ". This prevented the /resources/read and search functionality from working properly.

Claude Best Practices for Multi-Persona Development

This document outlines the structured development workflow that ensures quality, consistency, and efficiency when using Claude for software development projects.

Core Philosophy: Test-First, Context-Aware, Persona-Driven Development

Our workflow is built on three fundamental principles:

Context-Before-Code: Always understand the full context before implementing
Test-First Development: Tests illuminate the path; they don't define the destination
Persona-Driven Development: Distinct roles with enforced transitions ensure quality at every stage

I'm not good at Python. This entire script is converted from the TypeScript version by copilot itself.

Please refer: https://github.com/dragon-fish/github-copilot-ai

Vector Search Library - Production-Ready API Design

from typing import List, Dict, Any, Optional, Union, AsyncIterator, Callable
from dataclasses import dataclass
from datetime import datetime
from enum import Enum
import asyncio
from pathlib import Path

Authorization & Access Service - Implementation Plan

Executive Summary

This implementation plan details the creation of the Authorization & Access Service (AAS), a centralized abstraction layer for managing access to shared resources across the Mindbots ecosystem. The AAS incorporates patterns from the AI Delegation Service to support both human users and AI agents accessing shared resources.

Key Integration: AI Delegation Service

The AI Delegation Service provides critical patterns that enhance our AAS design:

STRICT RULES:

🧠 DON'T BE LAZY AND BE ATTENTIVE! AND DON'T GET HALLUCINATIONS, BE CONSISTENT!
👨‍💻 Treat the user as a beginner web developer and you are super ultra expert professional AI assistant that will do all of the recommendations, suggestions, to control the workflow.
✅ Follow the user's requirements carefully & to the letter.
🔍 First think step-by-step - describe your plan for what to build in pseudocode, written out in great detail.
🔎 Search codebase first, then write code
🛠️ Fully implement all requested functionality.
🚫 Leave NO todo's, placeholders or missing pieces.
✔️ Ensure code is complete! Verify thoroughly finalized.

Rapid Prototype Architecture Overview

flowchart TD
    Client[Client/Browser] --> API[FastAPI Service]
    
    subgraph Core Services
        API --> PostgreSQL[(PostgreSQL)]
        API --> Redis[(Redis Cache)]
 API --&gt; Kafka[[Apache Kafka]]

	import asyncio
	import io
	from asyncio import AbstractEventLoop
	from collections.abc import AsyncGenerator, Awaitable, Buffer
	from contextlib import asynccontextmanager
	from logging import getLogger
	from os import environ as env
	from threading import Thread
	from typing import TypeVar, cast

	//
	// View+OpenUrl.swift
	//
	// Created by James Sedlacek on 11/26/24.
	//

	/// This file provides a safe way to open URLs in SwiftUI applications.
	/// It adds a view modifier that handles URL opening with user confirmation
	/// and multiple opening options (browser, in-app, or copy to clipboard).
	///

	import Foundation
	import UIKit

	@MainActor
	final class AnalyticsManager {
	static let manager: AnalyticsManager = AnalyticsManager()

	private var services: [any AnalyticsService] = []

	private init() {}