Summary

In May 2025, the user established a dynamic AI debate platform dedicated to linguistic challenges, creating a custom environment where Large Language Models can engage in structured exchanges. This system allows users to tailor the tone, verbosity, and personality of conflicting outputs to the specific context. The core functionality involves LLMs actively competing against one another, adjusting the 'spiciness' level to influence the outcome of the interaction, while ensuring the debate remains focused and productive within a safe framework.

In January 2025, the user undertook a significant technical milestone involving the creation of a live tracking system for the London Underground, a major metro network in the United Kingdom. To achieve this, the developer built a real-time application from scratch, integrating multiple advanced web technologies including concurrent polling, WebSockets, and comprehensive debugging tools. By embedding the tracking logic directly into the application's runtime, the solution achieved high latencies and low delay by leveraging a single server node that serves all endpoints simultaneously. This innovative approach ensured that users could instantly monitor train schedules, station timings, and service disruptions without requiring an external backend server.

Title

Joshua Tuddenham | Full-Stack Engineer

Description

Full-stack engineer specializing in modern web technologies. View my latest projects and blog posts.

Keywords

agents, code, agent, typescript, more, blog, projects, platform, features, real, building, january, tools, portfolio, systems, runs, march

NS Lookup

A 172.67.149.234, A 104.21.73.217

Dates

Created 2026-04-14

Updated 2026-04-14

Summarized 2026-04-15