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Post-Victory Protocol: A Clean Start for Productivity

· 2 min read
Max Kaido
Architect

Protocol Module: Morning After Victory

Use case: The user has completed a significant or emotionally intense task during a night work session. Mental fatigue is present but not exhaustion. There is a desire to continue the day productively, with a fresh head and without pushing into stimulant territory.


🧠 Goal

  • Reduce mental “heaviness” and subtle cognitive noise
  • Create a clean sense of clarity and calm energy
  • Restore emotional balance after tension
  • Support a flow state for light-to-medium work

Tournament Validation & Scoring System: A Two-Tier Approach to Market Analysis

· 6 min read
Max Kaido
Architect

In the development of our Mercury tournament system, we've implemented a sophisticated two-tier approach to market analysis and comparison: a strongly-typed validation system paired with a heuristic scoring framework. This architecture has significantly improved our ability to efficiently identify optimal market conditions while maximizing computational resources.

Экономическая и практическая целесообразность установки домашней системы обратного осмоса с минерализацией

· 3 min read
Max Kaido
Architect

1. Введение

В условиях мегаполиса доступ к питьевой воде высокого качества остаётся одной из базовых, но недооценённых потребностей. Для жителей Москвы, включая Восточный административный округ (район Новокосино), водопроводная вода соответствует санитарным требованиям, однако отличается средней и повышенной жёсткостью (5–6 °Ж), что может влиять на вкус и на образование накипи в бытовой технике. Одним из наиболее эффективных решений является переход от доставки бутылированной воды (19 л) к установке системы обратного осмоса с минерализатором на кухне.

Mercury Trading Report System Optimization

· 22 min read
Max Kaido
Architect

Introduction

The Mercury Trading System faces an interesting challenge: how to effectively utilize large language models (LLMs) for comprehensive trading analysis while maintaining reasonable response times and resource utilization. This post explores our approach to decomposing a complex trading analysis system into manageable, sequential tasks that can leverage high-performance models efficiently.

Mercury Trading Report System Optimization — Consolidated Research

· 6 min read
Max Kaido
Architect

Below is a single integrated document summarizing the research and recommendations from multiple sources. Each section highlights key ideas and references to the original respondents (e.g., DeepThink R1, Perplexity, Claude 3.7, o1, grok3). Where details repeat or are minor, we simply direct you to check the relevant original response.

Queue Types Refactoring

· 4 min read

Problem Statement

The current job queue system has several issues:

  • Job names and data types are not properly typed
  • Job data types are not enforced at compile time
  • Queue and job names are scattered across different files
  • No clear relationship between queues and their valid job types
  • Type safety is not enforced when adding jobs to queues

Market Tournament Framework: A Multi-Perspective Approach to Finding Sweet Spots

· 8 min read
Max Kaido
Architect

In the ever-evolving landscape of algorithmic trading, finding optimal market conditions—what we call "sweet spots"—remains a constant challenge. Today, we're excited to introduce our innovative Market Tournament Framework, which approaches this challenge through pure indicator-based analysis, removing subjective pattern interpretation.