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Coming soonohara AI FactoryAPI Middleware
Prompt Flux
„Shape better prompts.“
Intelligent API middleware that sits between your app and the LLM. Prompt Flux analyzes incoming prompts in real-time, optimizes them automatically, and enforces configurable guardrails — all via self-hosted models.
How it works
Your app
Raw prompt
Prompt Flux
Optimized + Guardrails
Any LLM
Better output
Automatic Prompt Optimization
Prompts are analyzed and improved in real-time — context is added, ambiguities resolved, structure optimized.
Configurable Guardrails
Content filters, security and compliance rules — enforced via self-hosted LLMs. No external dependencies.
OpenAI-Compatible API
Drop-in middleware: just swap the base URL. Works instantly with any OpenAI-compatible client.
Multi-Model Support
GPT, Claude, Mistral, Llama, and all other models — Prompt Flux optimizes for any backend.