Posts
All the articles I've posted.
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Architecture of a Production NSFW RP Bot
The full technical architecture of Suzune — every subsystem, how they connect, and why each design decision was made. From message arrival to response delivery.
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Long-Term Memory for AI Chatbots: How It Works
How we give AI characters persistent memory across sessions. Covers tiered compression, character diaries, chat summaries, and the context management that makes characters feel like they actually remember.
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The Quality Rewrite Pipeline: DeepSeek + Claude
How Suzune's two-pass generation works — DeepSeek V3.2 writes the uncensored draft, Claude Haiku polishes the prose, and censorship detection decides which version to serve.
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Best NSFW AI Chatbots 2026: A Bot Developer's Honest Picks
We build AI roleplay bots for a living. Our honest breakdown of every major NSFW AI chatbot platform — features, pricing, and what's worth paying for.
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Building a Telegram Roleplay Bot from Scratch
A practical guide to building an AI roleplay bot on Telegram. Covers the tech stack, bot setup, message handling, LLM integration, and the architecture decisions that matter.
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Building an Affection System for AI Characters
How we built Suzune's relationship scoring system — 5 emotional axes, milestone unlocks, and behavior gating that makes AI characters feel like they're genuinely warming up to you.
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Dynamic Character Visuals: Base Image Switching
How we use img2img base image switching to make AI characters transform their appearance — from plain office worker to glamorous queen — while staying recognizably the same person.
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From Idea to Production: Building an AI RP Bot
The full story of building Suzune — a production NSFW AI roleplay bot. From the first prototype to a multi-model architecture handling thousands of messages. What worked, what didn't, and what I wish I knew earlier.