User Guide
Day-to-day workflows: composing prompts, dictating with STT, switching reasoning modes, managing chat history, and reading the GPU KPI.
Open →Documentation
Everything you need to use, understand, and operate your private GPT assistant.
Learn - Get Started
The three documents you need first.
Project - Technical Reference
How the system is built and the principles behind it.
Architecture
How the frontend, Flask backend, neural speech-to-text, and Ollama proxy fit together under the hood.
Open →Engineering Principles
Design constraints, local-first philosophy, and coding standards that govern the project.
Open →About This Project
The story behind this AI-assisted app — who, why, and how it evolved over time.
Open →Perf - Performance & Observability
Benchmark reports, live run monitoring, and usage analytics.
Benchmark (Guided)
Main report with human guidance: methodology, caveats, seven-axis radar, and final model ranking.
Open →Benchmark (Claude)
Independent analysis by Claude from raw benchmark data, without human guidance or framing.
Open →Live Monitor
Real-time benchmark execution: task progress, telemetry charts, GPU and throughput metrics.
Open →Analytics Dashboard
Admin-only usage telemetry: unique users, geography map, API groups, and full event table.
Open →