Collection of potential technical innovations and improvements for TON Arcana and Mercury projects.

Here is the full consolidated list of platforms rated based on their ability to extend Dokku-like capabilities and provide valuable learning opportunities. The list includes only active, non-archived platforms.

Both Terraform + Nomad and Ansible + Dokku are excellent choices, each offering unique benefits. Let’s break them down and guide you through implementation for either approach:

Comprehensive Guide for Using Llama 3 in Project Infrastructure

Mercury Bot is an AI-powered trading assistant that combines technical analysis with natural language insights. The project focuses on delivering clear, actionable trading information through an engaging and professional interface.

Below is a minimalistic system design for a trading engine that leverages two AI models (“cheap” and “expensive”) within a positive feedback loop. This system stores decision history, orders, and trade data, and can iteratively learn from its own performance. The design is intentionally simple and modular.

MikroORM is a TypeScript ORM that provides a powerful and flexible way to interact with your database in NestJS applications. It offers a rich set of features that can significantly enhance your development experience and application performance. Below are the top 10 cool features of MikroORM that you should try in your Ton Tarot project.

Below is a categorized list of dance moves for each style: Hip-Hop, House, Popping, and Dancehall. The moves are organized into Basic, Intermediate, and Advanced levels.

Origin and Evolution​

It all started in the dead of night when our production server p12 ran out of disk space. The culprit? A misconfigured Prometheus instance happily hoarding metrics data, blissfully ignoring its retention parameters. This seemingly simple storage issue would spiral into a cascade of problems that would take hours to fully unravel.

To make matters worse, the server became completely inaccessible during our recovery attempts. We suspect Prometheus's WAL (Write-Ahead Log) rebuilding might have been the culprit, but for hours we were stuck in a frustrating loop of similar troubleshooting steps, unable to maintain a stable connection to the server.

The breakthrough came when we decided to fall back to our infrastructure-as-code approach and run the Ansible playbook. Like magic, it not only restored server connectivity but also revealed an unexpected surprise - four abandoned applications that had been silent for months suddenly sprang back to life!

During our attempts to restore monitoring after cleaning up the disk space, we tried accessing prometheus.kaido.team/targets. But instead of the expected monitoring dashboard, we were greeted with an unexpected surprise: a Let's Encrypt certificate for... Anytracker? This kicked off a hours-long investigation that would reveal some interesting quirks in our Dokku-based infrastructure.

The setup seemed simple enough: a Dokku installation managing multiple applications, each with its own domain and SSL certificate. But as we would discover, the devil was in the details of domain configuration and certificate management.

title: Top 10 Use Cases for RAG in Blockchain Bull or Similar Projects slug: top-10-use-cases-for-rag-in-blockchain-bull-or-similar-projects authors: [maxkaido] date: 2025-03-06 02:00:00 tags: [mercury, RAG]

Here are the top 10 use cases for integrating the concepts and components from the course on Retrieval-Augmented Generation (RAG) into your Blockchain Bull or similar projects: