Illustrative – AI pipeline that turns books into graphic novels
I like the idea of taking one thing and turning it into another—very much inspired by NotebookLM and wondered what it might take to generate full graphic novels, with consistent characters, narrative flow, story arc, etc. Developed a 7-pass scripting enrichment system (beat analysis, adaptation filtering, character deep dives) before generating any images. Dual backend: Google Gemini for scripting (2M context window) and either Gemini or OpenAI for image generation with 3-tier model fallback (comparing the performance of both). It's not great. Would love feedback on the pipeline.
Illustrative – AI pipeline that turns books into graphic novels launched on March 26, 2026 with 5 votes, #1,928 of 23,380 launches that month and more than 75% of that year's launches.
What it does
A macOS menu bar utility for tracking CLI agents & tasks across concurrent tabs. Works with Claude, Gemini, and Codex across Terminal, iTerm2, Ghostty. Open source, lightweight, no dependencies.
An open-source AI pipeline that transforms public domain literature into stylistically consistent graphic novels using a 7-pass enrichment pipeline and multi-model image generation.
An open-source AI pipeline that generates 100+ page graphic novels with consistent characters, dynamic layouts, and proper speech bubbles. Batch-first architecture designed for long-form text adaptation. Maintaining consistent diving gear and period-accurate equipment across underwater scenes remains one of the harder consistency challenges. Upload any public domain book as a .txt file. Grab one from Project Gutenberg . Choose from 14 art styles (watercolor, manga, noir, botanical...), 14 narrative tones, page count, and era constraints. The pipeline writes scripts, generates character references, illustrates panels, composes pages, and exports to PDF/EPUB. A 3-agent pipeline with a 7-pass…from arv.in
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I made a tiny book using a pen-plotter and AI2025 · muffinman.io · ▲150Hey HN, I want to share a personal project: I made a tiny pen-plotted book for my wife. I did everything myself—drawings (with some help from Midjourney), plotting, cutting, and binding. I even used a 3D printer to make a helper tool. It's absolutely over-engineered, but I enjoyed it a lot. Multi-disciplinary projects, especially those with a physical output, are a lot of fun for me. The post covers the process in detail, but if you're interested in anything specific, let me know. Cheers!
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