GitHub avatar

Fox's Blog

Luna Protocol: shared brains, emotion classification, and interesting/futile routing

Luna Protocol went from a monolith to a four-layer architecture: adapters, brain, emotion classifier, and inference. On the menu: embedding centroids, interesting/futile routing, and LLM parameter tuning by valence and arousal.

discordmatrixllmarchitectureembeddingscentroidsemotion-aiopen-source

Luna Protocol: Why I fine-tuned a 1.5B model on 50k Discord samples and why few-shot priming changed everything

A smaller model trained on less data can outperform a bigger one -- if you know how to prime it. Here is why Luna Protocol switched from a 3B Hermes to a 1.5B Qwen fine-tune, and why few-shot priming became the real game-changer.

discordllmfine-tuningfew-shot-learningqwenunslothopen-source

Luna Protocol: I created an autonomous Discord bot that simulates a human being

Luna Protocol is a fully autonomous Discord bot powered by a local LLM, capable of natural conversation with sleep, typos, hesitations, forgetfulness, thematic fatigue, and spontaneous messages.

discordllmtypescriptevent-driven-architectureaiopen-source

I spent a weekend reading konosuba-rpg's code and here's what I found

A turn-based Discord RPG where every action generates a WebP image on the fly: URL as game state, deterministic RNG, WASM pipeline, 5-level cache, serverless bot.

discordrpgtypescripthonocloudflaresupabasewasmgamingserverless

Discord bot 100% serverless: Hono + Cloudflare Workers

How I replaced a Discord bot that cost me 50€/month with zero euros -- interaction endpoints, Hono, Workers, real-time image rendering, and a full game without WebSocket.

discordcloudflareserverlesstypescriptbots