Hugging Face Space

Modular AI operations for publishing, research, and agent workflows.

BrettApps AI Platform is a production-oriented agent system for building ebooks, running market research, operating local and cloud LLMs, and coordinating repeatable automation workflows.

View Space Repo Explore Capabilities

Capabilities

Designed to connect research, generation, and operations.

AI publishing

Ebook ideation, structured outlines, long-form drafting, and publishing workflows for repeatable content pipelines.

Research automation

SEO and market research agents that gather signals, rank opportunities, and feed downstream writing and planning systems.

Agent operations

Runtime visibility, service-oriented architecture, and CLI-first control for orchestrating local and remote agent tasks.

Core workflows

Built for practical execution, not demos.

Ebook pipeline

  • Keyword-aware topic discovery
  • Outline generation and chapter structure
  • LLM-assisted drafting with local or cloud providers
  • EPUB-ready publishing flow

Platform integrations

  • Ollama for local models
  • Gemini and OpenAI for cloud execution
  • Hugging Face Spaces, models, datasets, and repos
  • Airtable, Supabase, GitHub, Docker, and Traefik

Technical stack

Clean architecture with long-term maintainability in mind.

Platform

Python 3.13, FastAPI, Typer, Rich, Linux, Docker, PostgreSQL, Redis

Model providers

Ollama, Gemini, OpenAI, Hugging Face

Operating model

Clients for external APIs, services for orchestration, agents for decisions, CLI for dispatch.