Tag: architecture
All the articles with the tag "architecture".
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Architecture of a Production NSFW RP Bot: The Complete System Map
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 Suzune Remembers Yesterday
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: How We Use DeepSeek Drafts + Claude Polish
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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From Idea to Production: How I Built an AI Roleplay Bot That Actually Works
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.
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Navigating AI Content Filters for Adult RP: An Architecture Guide
How to build NSFW AI systems without jailbreaks. Covers multi-model routing, censorship detection, fallback chains, and the architecture patterns that make adult content work reliably.
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Building a Telegram Roleplay Bot from Scratch: The Complete Stack
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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How to Use Claude and GPT for NSFW Bot Development (Without Getting Blocked)
You're building an NSFW project but want Claude's coding help. Here's the architecture pattern we use — separation of concerns at the file level, selective context loading, and a GM Console that lets Claude work on adult projects safely.